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APPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCTSEE MORE ONPERFECTIAL.COM
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. FRAUD DETECTION • FRAUD DETECTION MACHINE LEARNING So now many financial firms have abandoned their legacy tools to try and solve fraud detection with new-age machine learning solutions, and more still are planning to follow suit in the future. ML algorithms can process millions of data objects quickly and link instances from seemingly unrelated datasets to detect suspicious patterns. AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
GRAPH NEURAL NETWORK • INTRODUCTION TO GRAPH NEURAL NETWORKSAUTHOR:ROSTYSLAV DEMUSH
So, overall, the logic behind GCNs is highly similar to that of all conventional neural nets: the output of one layer is fed to the next one as input. However, there are some major distinctions too. 1) In GCNs, we run the preprocessing step of aggregating the values of a node’s neighbors and averaging them out on every layer. 2) The local DAG VS BLOCKCHAIN • DIRECTED ACYCLIC GRAPH CRYPTOCURRENCYSEE MORE ONPERFECTIAL.COM
HOW DO SMART CONTRACTS WORK? Smart contracts might help companies reduce the delays and cut operational costs of the settlement procedures. They can enable firms to automate buyer/seller confirmation, FACTA, KYC, AML and assignment agreement – the processes that, nowadays, cost too much and take too long for firms to execute efficiently. PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCTSEE MORE ONPERFECTIAL.COM
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. FRAUD DETECTION • FRAUD DETECTION MACHINE LEARNING So now many financial firms have abandoned their legacy tools to try and solve fraud detection with new-age machine learning solutions, and more still are planning to follow suit in the future. ML algorithms can process millions of data objects quickly and link instances from seemingly unrelated datasets to detect suspicious patterns. AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
GRAPH NEURAL NETWORK • INTRODUCTION TO GRAPH NEURAL NETWORKSAUTHOR:ROSTYSLAV DEMUSH
So, overall, the logic behind GCNs is highly similar to that of all conventional neural nets: the output of one layer is fed to the next one as input. However, there are some major distinctions too. 1) In GCNs, we run the preprocessing step of aggregating the values of a node’s neighbors and averaging them out on every layer. 2) The local DAG VS BLOCKCHAIN • DIRECTED ACYCLIC GRAPH CRYPTOCURRENCYSEE MORE ONPERFECTIAL.COM
HOW DO SMART CONTRACTS WORK? Smart contracts might help companies reduce the delays and cut operational costs of the settlement procedures. They can enable firms to automate buyer/seller confirmation, FACTA, KYC, AML and assignment agreement – the processes that, nowadays, cost too much and take too long for firms to execute efficiently. WEBAR • WEB BASED AUGMENTED REALITY (WEB AR) WebAR is an Augmented Reality experience that is accessed via a web browser instead of an app. It provides this web-based AR experience by using technologies like WebGL, WebRTC, WebVR and APIs. In simple words, you just need a phone to access it. Web based Augmented Reality enables smartphone users to discover AR technology in the easiest way LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. LEADERSHIP - PERFECTIAL Leadership team. Andriy Skoropad is a co-founder and Chief Executive Officer (CEO) at Perfectial. Started his IT career in 2000, Andriy has advanced from software developer and project manager to the company’s founder and lead executive. As CEO, Andriy oversees the company’s global strategy and operations, with a focus on HR,resourcing
COMPUTER VISION APPLICATIONS & REAL-TIME IMAGE PROCESSING Computer Vision can help farmers spot crop diseases, predict crop yields , and, overall, automate the time-consuming processes on manual field inspection. Insurance. Orbital Insights , among other startups, has been using satellite imaginary to assist in various ways insurance and reinsurance companies (as well as companies in other fields). PRIVATE BLOCKCHAIN • HOW COMPANIES CAN LEVERAGE PRIVATE Linkedin. Blockchain – the technology underpinning Bitcoin and Ethereum – is widely associated with decentralization. It is seen by many as means to eliminate banks (and other intermediaries) from transactions. And it’s believed to, one day, reshape completely the way our financial system works. However, there’s much more toblockchains
ENGAGEMENT MODEL • CUSTOMER ENGAGEMENT MODELS A cost-effective model where the amount of money you spend corresponds to the amount of work delivered. The client and the vendor usually agree upon an hourly, daily or weekly rate for the allocated project resources. This engagement model is often preferred because it offers flexibility to change requirements on the fly, ability to balance BLOCKCHAIN SCALABILITY • WHICH ONE OF THE FOLLOWING IS A When talking about Bitcoin, which is the largest decentralized network out there and the one suffering the most from the scalability issue, we must mention Segregated Witness (SegWit). It was first introduced by Pieter Wuille – Bitcoin core developer – at the Bitcoin Scaling conference in December 2015. The main benefit it was supposed to ETHEREUM PROOF OF STAKE • ETHEREUM’S BIG SWITCH EXPLAINED Today, we’ll delve deeper into the process of mining. In this article, we’ll introduce briefly the concepts of Proof of Work (PoW) and Proof of Stake (PoS). We’ll talk about why Ethereum, the second largest blockchain, is planning to switch from the former to the latter and share some forecasts as to the outcomes this decision mightlead to.
CROSS-FUNCTIONAL TEAM • WHAT IS A CROSS FUNCTIONAL TEAM A cross-functional team meaning is that it gathers people of all sorts from different departments, divisions, offices, and at times even companies. What brings them together is a common task. The beauty of such team is that by bringing people from various spheres, you also bring to your project baggage of their personal experience, knowledge WHAT YOU SHOULD KNOW ABOUT ETHEREUM BUBBLE The market capitalization of the cryptocurrency sector has exceeded $100b and Ethereum, Bitcoin’s more flexible relative and the hottest thing in the world of blockchains, is rising in price at a frenetic, $100/week pace. The Ethereum boom has to do with the popularity of ICOs, Initial Coin Offerings, that the network’s signaturetechnology
PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCTSEE MORE ONPERFECTIAL.COM
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. FRAUD DETECTION • FRAUD DETECTION MACHINE LEARNING So now many financial firms have abandoned their legacy tools to try and solve fraud detection with new-age machine learning solutions, and more still are planning to follow suit in the future. ML algorithms can process millions of data objects quickly and link instances from seemingly unrelated datasets to detect suspicious patterns. AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
GRAPH NEURAL NETWORK • INTRODUCTION TO GRAPH NEURAL NETWORKSAUTHOR:ROSTYSLAV DEMUSH
So, overall, the logic behind GCNs is highly similar to that of all conventional neural nets: the output of one layer is fed to the next one as input. However, there are some major distinctions too. 1) In GCNs, we run the preprocessing step of aggregating the values of a node’s neighbors and averaging them out on every layer. 2) The local DAG VS BLOCKCHAIN • DIRECTED ACYCLIC GRAPH CRYPTOCURRENCYSEE MORE ONPERFECTIAL.COM
HOW DO SMART CONTRACTS WORK? Smart contracts might help companies reduce the delays and cut operational costs of the settlement procedures. They can enable firms to automate buyer/seller confirmation, FACTA, KYC, AML and assignment agreement – the processes that, nowadays, cost too much and take too long for firms to execute efficiently. PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCTSEE MORE ONPERFECTIAL.COM
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. FRAUD DETECTION • FRAUD DETECTION MACHINE LEARNING So now many financial firms have abandoned their legacy tools to try and solve fraud detection with new-age machine learning solutions, and more still are planning to follow suit in the future. ML algorithms can process millions of data objects quickly and link instances from seemingly unrelated datasets to detect suspicious patterns. AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
GRAPH NEURAL NETWORK • INTRODUCTION TO GRAPH NEURAL NETWORKSAUTHOR:ROSTYSLAV DEMUSH
So, overall, the logic behind GCNs is highly similar to that of all conventional neural nets: the output of one layer is fed to the next one as input. However, there are some major distinctions too. 1) In GCNs, we run the preprocessing step of aggregating the values of a node’s neighbors and averaging them out on every layer. 2) The local DAG VS BLOCKCHAIN • DIRECTED ACYCLIC GRAPH CRYPTOCURRENCYSEE MORE ONPERFECTIAL.COM
HOW DO SMART CONTRACTS WORK? Smart contracts might help companies reduce the delays and cut operational costs of the settlement procedures. They can enable firms to automate buyer/seller confirmation, FACTA, KYC, AML and assignment agreement – the processes that, nowadays, cost too much and take too long for firms to execute efficiently. WEBAR • WEB BASED AUGMENTED REALITY (WEB AR) WebAR is an Augmented Reality experience that is accessed via a web browser instead of an app. It provides this web-based AR experience by using technologies like WebGL, WebRTC, WebVR and APIs. In simple words, you just need a phone to access it. Web based Augmented Reality enables smartphone users to discover AR technology in the easiest way LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. LEADERSHIP - PERFECTIAL Leadership team. Andriy Skoropad is a co-founder and Chief Executive Officer (CEO) at Perfectial. Started his IT career in 2000, Andriy has advanced from software developer and project manager to the company’s founder and lead executive. As CEO, Andriy oversees the company’s global strategy and operations, with a focus on HR,resourcing
COMPUTER VISION APPLICATIONS & REAL-TIME IMAGE PROCESSING Computer Vision can help farmers spot crop diseases, predict crop yields , and, overall, automate the time-consuming processes on manual field inspection. Insurance. Orbital Insights , among other startups, has been using satellite imaginary to assist in various ways insurance and reinsurance companies (as well as companies in other fields). PRIVATE BLOCKCHAIN • HOW COMPANIES CAN LEVERAGE PRIVATE Linkedin. Blockchain – the technology underpinning Bitcoin and Ethereum – is widely associated with decentralization. It is seen by many as means to eliminate banks (and other intermediaries) from transactions. And it’s believed to, one day, reshape completely the way our financial system works. However, there’s much more toblockchains
ENGAGEMENT MODEL • CUSTOMER ENGAGEMENT MODELS A cost-effective model where the amount of money you spend corresponds to the amount of work delivered. The client and the vendor usually agree upon an hourly, daily or weekly rate for the allocated project resources. This engagement model is often preferred because it offers flexibility to change requirements on the fly, ability to balance BLOCKCHAIN SCALABILITY • WHICH ONE OF THE FOLLOWING IS A When talking about Bitcoin, which is the largest decentralized network out there and the one suffering the most from the scalability issue, we must mention Segregated Witness (SegWit). It was first introduced by Pieter Wuille – Bitcoin core developer – at the Bitcoin Scaling conference in December 2015. The main benefit it was supposed to ETHEREUM PROOF OF STAKE • ETHEREUM’S BIG SWITCH EXPLAINED Today, we’ll delve deeper into the process of mining. In this article, we’ll introduce briefly the concepts of Proof of Work (PoW) and Proof of Stake (PoS). We’ll talk about why Ethereum, the second largest blockchain, is planning to switch from the former to the latter and share some forecasts as to the outcomes this decision mightlead to.
CROSS-FUNCTIONAL TEAM • WHAT IS A CROSS FUNCTIONAL TEAM A cross-functional team meaning is that it gathers people of all sorts from different departments, divisions, offices, and at times even companies. What brings them together is a common task. The beauty of such team is that by bringing people from various spheres, you also bring to your project baggage of their personal experience, knowledge WHAT YOU SHOULD KNOW ABOUT ETHEREUM BUBBLE The market capitalization of the cryptocurrency sector has exceeded $100b and Ethereum, Bitcoin’s more flexible relative and the hottest thing in the world of blockchains, is rising in price at a frenetic, $100/week pace. The Ethereum boom has to do with the popularity of ICOs, Initial Coin Offerings, that the network’s signaturetechnology
PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are WEBAR • WEB BASED AUGMENTED REALITY (WEB AR) WebAR is an Augmented Reality experience that is accessed via a web browser instead of an app. It provides this web-based AR experience by using technologies like WebGL, WebRTC, WebVR and APIs. In simple words, you just need a phone to access it. Web based Augmented Reality enables smartphone users to discover AR technology in the easiest way PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCTSEE MORE ONPERFECTIAL.COM
FRAUD DETECTION • FRAUD DETECTION MACHINE LEARNING So now many financial firms have abandoned their legacy tools to try and solve fraud detection with new-age machine learning solutions, and more still are planning to follow suit in the future. ML algorithms can process millions of data objects quickly and link instances from seemingly unrelated datasets to detect suspicious patterns. LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. HOW DO SMART CONTRACTS WORK? Smart contracts might help companies reduce the delays and cut operational costs of the settlement procedures. They can enable firms to automate buyer/seller confirmation, FACTA, KYC, AML and assignment agreement – the processes that, nowadays, cost too much and take too long for firms to execute efficiently. CROSS-FUNCTIONAL TEAM • WHAT IS A CROSS FUNCTIONAL TEAM A cross-functional team meaning is that it gathers people of all sorts from different departments, divisions, offices, and at times even companies. What brings them together is a common task. The beauty of such team is that by bringing people from various spheres, you also bring to your project baggage of their personal experience, knowledge PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are WEBAR • WEB BASED AUGMENTED REALITY (WEB AR) WebAR is an Augmented Reality experience that is accessed via a web browser instead of an app. It provides this web-based AR experience by using technologies like WebGL, WebRTC, WebVR and APIs. In simple words, you just need a phone to access it. Web based Augmented Reality enables smartphone users to discover AR technology in the easiest way PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCTSEE MORE ONPERFECTIAL.COM
FRAUD DETECTION • FRAUD DETECTION MACHINE LEARNING So now many financial firms have abandoned their legacy tools to try and solve fraud detection with new-age machine learning solutions, and more still are planning to follow suit in the future. ML algorithms can process millions of data objects quickly and link instances from seemingly unrelated datasets to detect suspicious patterns. LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FOR Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. HOW DO SMART CONTRACTS WORK? Smart contracts might help companies reduce the delays and cut operational costs of the settlement procedures. They can enable firms to automate buyer/seller confirmation, FACTA, KYC, AML and assignment agreement – the processes that, nowadays, cost too much and take too long for firms to execute efficiently. CROSS-FUNCTIONAL TEAM • WHAT IS A CROSS FUNCTIONAL TEAM A cross-functional team meaning is that it gathers people of all sorts from different departments, divisions, offices, and at times even companies. What brings them together is a common task. The beauty of such team is that by bringing people from various spheres, you also bring to your project baggage of their personal experience, knowledge SUPPLY CHAIN RISK MANAGEMENT • WHAT IS SUPPLY CHAIN ANALYTICS Everyone is talking about big data, but few are trying to benefit from it, notably in the supply chain risk management. According to statistics, 97% of supply chain analysts believe that big data can be extremely useful for the supply chain, but only 17% are actually using it.A supply chain is a great source of data, produced by customers, the business itself, and its operations. GRAPH NEURAL NETWORK • INTRODUCTION TO GRAPH NEURAL NETWORKS So, overall, the logic behind GCNs is highly similar to that of all conventional neural nets: the output of one layer is fed to the next one as input. However, there are some major distinctions too. 1) In GCNs, we run the preprocessing step of aggregating the values of a node’s neighbors and averaging them out on every layer. 2) The local COMPUTER VISION APPLICATIONS & REAL-TIME IMAGE PROCESSING Computer Vision can help farmers spot crop diseases, predict crop yields , and, overall, automate the time-consuming processes on manual field inspection. Insurance. Orbital Insights , among other startups, has been using satellite imaginary to assist in various ways insurance and reinsurance companies (as well as companies in other fields). ᐉ Q-LEARNING • DEEP Q-LEARNING • WHAT IS Q LEARNING There’s a variety of techniques that help the agent determine the degree of goodness (by this we mean some notion of optimality) of its policies, and, currently, one of the most popular of them is a model-free strategy called Q-learning. When Q-Leaning is used in tandem with Deep Learning (artificial neural nets serve as function SELF-SUPERVISED LEARNING • WHAT IS SELF SUPERVISED LEARNING Self-supervised learning may very well be the future of AI, according to some of the most prominent ML researchers. Self-supervised learning is one of those recent ML techniques that have made waves in the data science community, but have so far been flying under the radar as far as Entrepreneurs and Fortunes of the world go; the general public is yet to learn about the concept but lots of AI IOT BLOCKCHAIN • COLD CHAIN MANAGEMENT PHARMACEUTICALS A thorough, comprehensive, and real-time monitoring, stretching from the factory to the distribution point, is therefore essential. Greater degrees of automation. IoT/Blockchain-based solutions automatically track environmental conditions throughout the supply chain, record the data, and send immediate alerts upon spotting anomalies. ETHEREUM PROOF OF STAKE • ETHEREUM’S BIG SWITCH EXPLAINED Today, we’ll delve deeper into the process of mining. In this article, we’ll introduce briefly the concepts of Proof of Work (PoW) and Proof of Stake (PoS). We’ll talk about why Ethereum, the second largest blockchain, is planning to switch from the former to the latter and share some forecasts as to the outcomes this decision mightlead to.
DAG VS BLOCKCHAIN • DIRECTED ACYCLIC GRAPH CRYPTOCURRENCY Scaling a blockchain has proved to be a daunting, complicated task. Bitcoin, a trailblazer for all digital currencies, has been a stagnant, low-throughput network for years for this very reason. Currently, there are many initiatives circling around the crypto spacethat
7 SUCCESSFUL COMPANIES THAT USE MOBILE APPS FOR BUSINESS Under Armour, Inc. an American sports clothing and accessories company has found success by keeping its focus and making considerable business investments in the mobile space.They have extended their brand’s reach by offering their clients a more complete health and fitness experience. Under Armour spent $150 million on exercise app WHAT GDPR IS AND HOW TO COMPLY WITH IT: A BRIEF GUIDE As you have probably heard, the EU commission signed the General Data Protection Regulation (GDPR) back in April 2016. The legislation is designed to help companies handle efficiently the data challenges of the 21st century and give strict guidelines as to how to work with massive flows of digital information. PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FORAUTHOR:ROSTYSLAV DEMUSH
Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. WEBAR • WEB BASED AUGMENTED REALITY (WEB AR) WebAR is an Augmented Reality experience that is accessed via a web browser instead of an app. It provides this web-based AR experience by using technologies like WebGL, WebRTC, WebVR and APIs. In simple words, you just need a phone to access it. Web based Augmented Reality enables smartphone users to discover AR technology in the easiest way FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. IOT BLOCKCHAIN • COLD CHAIN MANAGEMENT PHARMACEUTICALS A thorough, comprehensive, and real-time monitoring, stretching from the factory to the distribution point, is therefore essential. Greater degrees of automation. IoT/Blockchain-based solutions automatically track environmental conditions throughout the supply chain, record the data, and send immediate alerts upon spotting anomalies. INTRODUCTION TO CONVOLUTIONAL NEURAL NETWORKS Due to recent advancements in deep learning, the interest in computer vision, among businesses, has ramped up exponentially. In this post, we describe the challenges of integrating convolutional neural networks into embedded applications and how to overcome them. ETHEREUM PROOF OF STAKE • ETHEREUM’S BIG SWITCH EXPLAINEDSEE MOREON PERFECTIAL.COM
PRIVATE BLOCKCHAIN • HOW COMPANIES CAN LEVERAGE PRIVATE Linkedin. Blockchain – the technology underpinning Bitcoin and Ethereum – is widely associated with decentralization. It is seen by many as means to eliminate banks (and other intermediaries) from transactions. And it’s believed to, one day, reshape completely the way our financial system works. However, there’s much more toblockchains
CROSS-FUNCTIONAL TEAM • WHAT IS A CROSS FUNCTIONAL TEAM A cross-functional team meaning is that it gathers people of all sorts from different departments, divisions, offices, and at times even companies. What brings them together is a common task. The beauty of such team is that by bringing people from various spheres, you also bring to your project baggage of their personal experience, knowledge PERFECTIAL ᐉ CUSTOM SOFTWARE DEVELOPMENT COMPANYDEDICATED TEAMPRODUCT DEVELOPMENTDIGITAL TRANSFORMATIONCLOUD & SAAS WEBAPPLICATIONS
With years of experience in custom software development, we offer businesses, large and small, software development services along with cloud & SaaS expertise, and mobile app creation. Over the years we have extended our competence with Blockchain, ML, AI, and Enterprise software development and integration. Pixetic is a digital designagency
LEAN SOFTWARE DEVELOPMENT: PRINCIPLES AND BENEFITS FORAUTHOR:ROSTYSLAV DEMUSH
Now, let’s look closer into each of the seven commandments of lean software development: 1. Eliminating Waste. Waste reduction, being the first rule in Lean engineering, defines its entire purpose. For the most part, the methodology tries to fight these 9 types of waste. Unnecessary features and code. WEBAR • WEB BASED AUGMENTED REALITY (WEB AR) WebAR is an Augmented Reality experience that is accessed via a web browser instead of an app. It provides this web-based AR experience by using technologies like WebGL, WebRTC, WebVR and APIs. In simple words, you just need a phone to access it. Web based Augmented Reality enables smartphone users to discover AR technology in the easiest way FUTURE OF IOT • FUTURE OF THE INTERNET OF THINGS IoT which is a short version for the internet of things refers to home appliances, vehicles, portable devices and other gadgets that are connected to the internet and exchange data with each other. In 2019 it’s a safe bet to assume that you probably own at least one such device at this point. After all, according to the statistics, thereare
AUGMENTED REALITY IN BUSINESS • BENEFITS OF AUGMENTED REALITY Since the Internet is a number one place where buyers and renters look for new homes, Augmented Reality in business has a lot to offer for real estate. It can help customers experience homes differently, filter the ones they like and don’t like, and save some time both for clients and realtors. IOT BLOCKCHAIN • COLD CHAIN MANAGEMENT PHARMACEUTICALS A thorough, comprehensive, and real-time monitoring, stretching from the factory to the distribution point, is therefore essential. Greater degrees of automation. IoT/Blockchain-based solutions automatically track environmental conditions throughout the supply chain, record the data, and send immediate alerts upon spotting anomalies. INTRODUCTION TO CONVOLUTIONAL NEURAL NETWORKS Due to recent advancements in deep learning, the interest in computer vision, among businesses, has ramped up exponentially. In this post, we describe the challenges of integrating convolutional neural networks into embedded applications and how to overcome them. ETHEREUM PROOF OF STAKE • ETHEREUM’S BIG SWITCH EXPLAINEDSEE MOREON PERFECTIAL.COM
PRIVATE BLOCKCHAIN • HOW COMPANIES CAN LEVERAGE PRIVATE Linkedin. Blockchain – the technology underpinning Bitcoin and Ethereum – is widely associated with decentralization. It is seen by many as means to eliminate banks (and other intermediaries) from transactions. And it’s believed to, one day, reshape completely the way our financial system works. However, there’s much more toblockchains
CROSS-FUNCTIONAL TEAM • WHAT IS A CROSS FUNCTIONAL TEAM A cross-functional team meaning is that it gathers people of all sorts from different departments, divisions, offices, and at times even companies. What brings them together is a common task. The beauty of such team is that by bringing people from various spheres, you also bring to your project baggage of their personal experience, knowledge FINTECH SOFTWARE, WEB & MOBILE APP DEVELOPMENT Perfectial – One of the Leading Financial Software Companies. We have years of experience in the field and our expertise covers all stages of design, development, delivery, and implementation of fintech software services and products: Application design, development, and testing. Product maintenance & SOFTWARE DEVELOPMENT APPROACH 2. Start the project. We make the entire development process crystal clear to you, report on our progress frequently and explain each of our decisions. 3. Work in progress. Each and every software product built at Perfectial is supervised by company's functional offices: SDO (software development office) and PMO (project management office), QMO ENTERPRISE SOFTWARE DEVELOPMENT| ENTERPRISE APPLICATION With our enterprise application development services we’ll help you increase visibility, streamline business processes, enhance operational activity, modernize core, and push your company into state of permanent agility. Enterprise software development services. Enterprise resource planning. A highly targeted, scalable ERP system,aligned
SOFTWARE DEVELOPMENT TEAM ROLES AND STRUCTURE The general development team structure looks and includes the following roles: Now let’s look more closely into each of software development team roles: Product owner, in the case of an outsourced project, this is the client with a vision of how the end-product should look, who are PRODUCT ENGINEERING • HOW TO CREATE SOFTWARE PRODUCT If you’re wondering what is Product Engineering, Software Product Engineering is a service that involves all stages of product creation: design, development, testing, deploying. But, the goal of Product Engineering is more challenging than simply delivering the final product – it’s to ensure that the product is functional andsatisfies
JAVASCRIPT SOFTWARE ENGINEER (NODE.JS) Perfectialis looking for a JavaScript Software Engineer (Node.js) tojoin our team.
COMPUTER VISION APPLICATIONS & REAL-TIME IMAGE PROCESSING Computer Vision can help farmers spot crop diseases, predict crop yields , and, overall, automate the time-consuming processes on manual field inspection. Insurance. Orbital Insights , among other startups, has been using satellite imaginary to assist in various ways insurance and reinsurance companies (as well as companies in other fields). USER EXPERIENCE UX DESIGN SERVICES FOR WEB AND MOBILE Bad UX makes users. forget you and your product UX is the difference. between good and bad products. This is your product Every interaction between the user and. your product creates experience Design of the interface & its visual appeal. only form an initial impression It might seem subtle, but UX. accompanies the user every moment. GRAPH NEURAL NETWORK • INTRODUCTION TO GRAPH NEURAL NETWORKS So, overall, the logic behind GCNs is highly similar to that of all conventional neural nets: the output of one layer is fed to the next one as input. However, there are some major distinctions too. 1) In GCNs, we run the preprocessing step of aggregating the values of a node’s neighbors and averaging them out on every layer. 2) The local MITIGATING THE RISKS OF MOBILE APP DEVELOPMENT OUTSOURCING Mobile app development outsourcing has substantial benefits that first of all concern the ability to help you save funds, increase flexibility of your team, and drastically shorten time to market. However, outsourcing does have its drawbacks, especially if it is your first time at outsourcing app development. So in this article, we willprovide
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