Founders Ranking Model and Unicorn Recommendation Model

:::info Authors: (1) Mark Potanin, a Corresponding (authorpotanin.m.st@gmail.com); (2) Andrey Chertok, (a.v.chertok@gmail.com); (3) Konstantin Zorin, (berzqwer@gmail.com); (4) Cyril Shtabtsovsky, (cyril@aloniq.com). ::: Table of Links Abstract and 1. Introduction 2 Related works 3 Dataset Overview, Preprocessing, and Features 3.1 Successful Companies Dataset and 3.2 Unsuccessful Companies Dataset 3.3 Features 4 Model Training, Evaluation, and Portfolio Simulation … Read more

Haven1 And Amazon Web Services (AWS) Announce Partnership For Node Validator

ZUG, Switzerland, August 8th, 2024, Chainwire/-Haven1, the REKT-Resistant EVM L1 blockchain, and Amazon Web Services (AWS) today announced a strategic partnership, with AWS working with a verified, infrastructure partner to become one of the seven initial validators of the Haven1 Proof-of-Authority blockchain. It’s a move that underscores alignment to security, innovation and the broader adoption … Read more

Explaining the Ransomware Problem

Ransomware has been a formidable threat to organizations for decades—the first variants of modern ransomware were seen in 2005, while cybercriminals were encrypting files and demanding ransoms as far back as 1989. The risks associated with ransomware attacks are diverse and complex, adding up to far more than just the financial cost of the ransom, … Read more

The Role of Autoencoders and Centroid Analysis in Predicting Startup Outcomes

:::info Authors: (1) Mark Potanin, a Corresponding (authorpotanin.m.st@gmail.com); (2) Andrey Chertok, (a.v.chertok@gmail.com); (3) Konstantin Zorin, (berzqwer@gmail.com); (4) Cyril Shtabtsovsky, (cyril@aloniq.com). ::: Table of Links Abstract and 1. Introduction 2 Related works 3 Dataset Overview, Preprocessing, and Features 3.1 Successful Companies Dataset and 3.2 Unsuccessful Companies Dataset 3.3 Features 4 Model Training, Evaluation, and Portfolio Simulation … Read more

Businesses Are Using AI and ML; Just Not As Much as Management Thinks

We surveyed 1,200+ technology professionals from around the globe, including 300+ VP and C-level executives, on their AI/ML usage and software supply chain (SSC) security efforts. Upon analysis, a surprising gap emerged between what executives believe is happening and what developers and engineers report is happening. Here’s what we found out: 88% of executives vs. … Read more

The Tokenization of Gold on #Ethereum: A Comparative Analysis

The concept of tokenizing assets has gained significant traction in the financial world, and gold, one of the oldest and most trusted forms of wealth preservation, is no exception. Leveraging Ethereum’s blockchain technology, various projects are creating new, innovative ways of owning and trading gold. The Basics of Tokenization Tokenization is the process of converting … Read more

How Different Industries are Capitalizing on AI: A Deep Dive

From personalized learning experiences in classrooms to sophisticated fraud detection in finance, AI is transforming how we work, shop, and even receive healthcare. But how exactly are different industries capitalizing on this powerful technology? Source Globally, the above data shows that at least 66% of CEOs have either already adopted AI into their business operations … Read more

Measuring Financial Success and Capital Growth in Startup Portfolios

:::info Authors: (1) Mark Potanin, a Corresponding (authorpotanin.m.st@gmail.com); (2) Andrey Chertok, (a.v.chertok@gmail.com); (3) Konstantin Zorin, (berzqwer@gmail.com); (4) Cyril Shtabtsovsky, (cyril@aloniq.com). ::: Table of Links Abstract and 1. Introduction 2 Related works 3 Dataset Overview, Preprocessing, and Features 3.1 Successful Companies Dataset and 3.2 Unsuccessful Companies Dataset 3.3 Features 4 Model Training, Evaluation, and Portfolio Simulation … Read more

The Bitcoin Revolution: A Vision for a Decentralized Future from Bitcoin 2024

In my previous writings, I explored how Bitcoin’s proof-of-work mechanism holds the power to transform not just financial transactions, but the very fabric of societal governance. From influencing American politics to inspiring decentralized models like Tonga’s, this core innovation pioneered by Satoshi Nakamoto is reshaping power dynamics and offering a blueprint for a more equitable … Read more

What Tech Startups Can Learn from Failed Projects: A Candid Look at My First Fintech Venture

Failure in startups is not just common; it’s practically expected. The path to success is narrow, and the potential pitfalls are numerous. The more we, as founders, understand the various ways a startup can fail, the better prepared we are to set realistic expectations, control outcomes, and hedge risks. This is the story of my … Read more

Building an AI Powered Web App with Reflex

Python developers, particularly those in AI and data science, often face significant challenges when transitioning to JavaScript for web app development. This language switch can be a considerable barrier, posing several specific difficulties. Challenges in the Language Switch Learning New Ecosystems: Beyond learning a new language, developers need to familiarize themselves with new ecosystems of … Read more

Top 10 Crypto Wallet Applications & Hardware Wallets

Bitcoin is the first and most popular decentralized cryptocurrency in the world that has given great returns to users who bought it a decade ago and amazing privacy to cypherpunk who value maintaining privacy. Since Bitcoin is not managed by any central body, such as a government or private organization, you have to keep your … Read more

Chase vs. Privacy Virtual Credit Cards: Which One is Right for You?

Virtual credit cards are rapidly gaining popularity for their enhanced security in the digital marketplace. By generating unique card numbers for each transaction, they effectively shield your actual card information from potential breaches, significantly reducing the risk of fraud. Two major players in this arena are Chase, a leading financial institution, and Privacy, a dedicated … Read more

How to Back Fill Data in An Existing Database

Problem Statement You have one data set which is kept in any SQL/NoSql Table and few fields of that data of are either Null or outdated and now you need to populate that data using a back filling job in bulk where the table have millions of missing records. Condition Given Need to update filed(s) … Read more

Solutions for Upgrading Apache DolphinScheduler from Version 1.3.4 to 3.1.2

Due to the need to promote the upgrade of Apache DolphinScheduler at work, preliminary research that I have done shows significant improvements from version 1.3.4 to 3.1.2, with substantial enhancements in performance and functionality. So, an upgrade is recommended. The official upgrade documentation provides the upgrade scripts. For minor version updates, executing the script suffices, … Read more

How to Implement Real-Time Credit Card Fraud Detection With Apache Flink on AWS

Credit card fraud is a significant concern for financial institutions, as it can lead to considerable monetary losses and damage customer trust. Real-time fraud detection systems are essential for identifying and preventing fraudulent transactions as they occur. Apache Flink is an open-source stream processing framework that excels at handling real-time data analytics. In this deep … Read more

Aventus Supply Chain Solution Demonstrates Polkadot’s Impact On Aviation Inudstry

n LONDON, United Kingdom, August 7th, 2024/Chainwire/–Blockchain-based solution drives significant improvements in data visibility, accuracy and operational efficiency within cargo handling sector, according to research conducted by Aventus at Heathrow Airport. Airlines can benefit from overall cost savings in their cargo handling operations by leveraging Web3-based solutions, according to a study conducted by Aventus & … Read more