Vladimir Bichev

Vladimir Bichev

Technical Program Manager & AI Engineering Leader

Technical Program Manager and AI Engineering Leader with 15+ years of experience driving digital transformation at scale. Currently at EPAM Systems, delivering cutting-edge solutions for Fortune 500 companies.

About Me

My Journey

My journey in technology has been focused on one core principle: building solutions that create meaningful business impact.

Over 10 years at EPAM Systems, I've had the privilege of growing from an individual contributor to a Technical Program Manager, scaling teams from 10 to 150+ engineers and driving over $15M in revenue growth. What excites me most is working with Fortune 500 clients across diverse industries - from streaming platforms and travel companies to financial services and publishing houses.

Current Focus: Leading AI-powered transformations for major travel and media companies, where I'm building systems that serve millions of users daily through personalized recommendations and intelligent content delivery.

Career Milestones: I've led digital transformation processing 4B+ documents daily, drove AI forecasting system architecture for streaming platforms serving 5M+ devices, built blockchain solutions for major financial institutions, and developed generative AI agents that went from concept to production in months. Along the way, I've earned recognition including the EPAM CEO Showcase Award and have shared insights at Europe and USA tech conferences in AI, Blockchain, and Data Architecture.

Continuous Learning: I believe in staying ahead of the curve through education - from Harvard Business School and Wharton to hands-on certifications like AWS Solution Architect.

Beyond Work: I channel my passion for innovation into personal AI projects - some have even been acquired by private investors, proving that good ideas can come from anywhere.

What drives me is the intersection of cutting-edge technology and practical business impact. Every line of code, every architectural decision, every team I build - it's all aimed at creating solutions that make a real difference in how people work and live.

$15M+ Revenue Driver

Delivered over $15M in revenue growth at EPAM, scaling teams from 10 to 150+ engineers across Fortune 500 engagements

AI/ML Pioneer

Built production AI systems for major streaming, travel, and media companies serving millions of users.

Enterprise Scale Expert

Led digital transformations processing 4B+ documents daily, 100M+ search queries, and millions of real-time transactions

Team Scaler & Mentor

Grew and Lead engineering organizations up to 50+ members and mentored 10 managers into leadership roles.

Public Speaker & Trainer

Speaker at European and USA conferences and trained over 350 professionals in AI, Blockchain, and Data Architecture.

Industry Recognition

EPAM CEO Award recipient, Harvard & Wharton educated, and an AWS Certified Solution Architect.

Technical Skills

AI/ML LeadershipAWS Bedrock/Claude AILangChain/Vector SearchApache Spark MLlibReal-time Data ProcessingEnterprise ArchitectureAWS/Azure/GCPKubernetes/TerraformReact/Angular/Node.jsPython/Java/.NETBlockchain/Smart ContractsTechnical Program ManagementDigital TransformationAgile/SAFe MethodologiesStakeholder ManagementConference SpeakingTeam MentoringCost Optimization

Portfolio

From enterprise-scale AI transformations to innovative personal projects, showcasing solutions that demonstrate the power of emerging technologies.

Enterprise Solutions

Large-scale transformations and AI implementations for Fortune 500 companies

AI Travel Intelligence Platform

AI Travel Intelligence Platform

Leading AI-powered CMS migration and AI agent delivery for major travel media company, supporting 100k+ user interactions monthly.

AI/ML PersonalizationReact NativeAWS EKSContentful CMSTerraformAWS BedrockPython

Generative AI Virtual Assistant

Generative AI Virtual Assistant

Developed and deployed enterprise generative AI agent in 5 months, delivering personalized assistance for a major travel brand.

AWS BedrockLangChainClaude AIVector SearchPythonPinecone

AI Ad Forecasting for Streaming Platform

AI Ad Forecasting for Streaming Platform

Led AI-driven advertisement forecasting for 5M+ streaming devices, processing millions of ad transactions for Real-Time Bidding system.

Apache Spark MLlibAWS EMRReal-time BiddingMachine LearningDynamoDBPostgreSQL

Enterprise Blockchain Identity System

Enterprise Blockchain Identity System

Architected and implemented a major European bank's first blockchain identity solution, improving efficiency by 70%.

IBM Hyperledger FabricSmart ContractsGo SDKCouchDBSpring BootEthereum

Financial Services Digital Transformation

Led digital transformation for a major US financial services provider, managing 50+ engineers across multiple streams.

Power BIAWS RedshiftMicroservicesAngularJava Spring BootKubernetes

Publishing Platform AWS Migration

Scaled team from 10 to 150+, delivering a cloud-native pipeline handling 4B+ documents daily for a major publisher.

AWS EKSApache FlinkElasticSearchReactTerraformJenkinsStreamsetsMongoDB

AI Recommendation Engine for Telecom

Led development of an AI recommendation engine for a major telecom, increasing ad revenue by $500k in the first year.

Apache SparkApache IgniteReal-time AnalyticsMachine LearningDockerKubernetes

Personal Innovations

Side projects and AI experiments that showcase creativity and technical expertise

AssetRadars.com

AssetRadars.com

AssetRadars.com

Revolutionary cryptocurrency market analysis platform with real-time data processing, advanced 50+ indicators calculations, global trends, correlations, alerts engine and AI-powered analytics.

Next.jsTypeScriptMongoDBNode.jsCoinbase APITechnical AnalysisOpenAI API
AI Stock Market News Summarizer

AI Stock Market News Summarizer

AI Stock Market News Summarizer

Automated system that aggregates information from multiple financial news sources and provides condensed, AI-generated market overviews with sentiment analysis and key insights.

PythonOpenAI APINews APIsNLPSentiment AnalysisTelegram Bot
Coinbase MCP Integration

Coinbase MCP Integration

Coinbase MCP Integration

Advanced Model Context Protocol implementation for Coinbase integration, enabling seamless AI-powered cryptocurrency operations and analysis.

Node.jsTypeScriptMCPCoinbase APIAI Integration
Ask Reddit AI

Ask Reddit AI

Ask Reddit AI

AI-powered platform that analyzes Reddit discussions and provides intelligent answers using OpenAI GPT-4o-mini and Reddit API integration.

Next.jsTypeScriptOpenAI GPT-4Reddit APITailwind CSS

Latest Insights

June 17, 20255 min read

I Built a Coinbase Chat Agent to Understand Model Context Protocol

An open-source agent that turns the Coinbase API into a conversational tool using MCP, allowing natural language queries for real-time crypto data.

MCPAI AgentsCoinbase APIOpen SourceNode.js
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June 10, 20253 min read

Choosing the Right Vector Database on AWS: A 30-Second Guide

A visual decision tree and comparison to help teams evaluate vector databases on AWS: RDS/pgvector vs. OpenSearch vs. Pinecone for use cases like RAG and hybrid search.

Vector DatabaseAWSGenAIRAGArchitecture
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June 3, 20255 min read

From Idea to AI Product in Under an Hour with Cursor and Claude

A case study on building 'Ask Reddit AI' in under an hour, showcasing a one-shot AI development workflow with Next.js, Tailwind, and GPT-4o-mini.

AI DevelopmentCursorClaudeNext.jsProductivity
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May 22, 20252 min read

Launching HOA Buddy: A Custom GPT for Navigating HOA Rules

A custom GPT trained on local HOA documents and Florida law to provide homeowners with fast, accurate answers to their questions about rules, dues, and regulations.

Custom GPTGenAINo-CodeLocal AIReal Estate
Read More
March 8, 20255 min read

What It Actually Takes to Ship a Gen-AI Product

A practical case study on delivering a generative AI travel assistant using Claude, GPT-4o, Pinecone, and LangChain, covering architecture, prompt engineering, and governance at scale.

GenAIProduct ManagementArchitectureLangChainLLM
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February 25, 20252 min read

Automated Market Analysis: 1 Cent a Day to Save Hours of Searching

How I built an automated system using OpenAI and Telegram to summarize stock/crypto trends from Reddit and X, delivering daily insights for less than a cent a day.

OpenAIAutomationPythonStock MarketCrypto
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Beyond the Keyboard

A few of the passions that keep me balanced, creative, and inspired.

Angler & Outdoorsman

Angler & Outdoorsman

When I'm not architecting code, you can find me by the water, fishing rod in hand. It's my favorite way to disconnect, recharge, and enjoy the challenges of the outdoors.

Sourdough Baker

Sourdough Baker

I bake and sell sourdough bread at local farmers markets. The blend of science, patience, and craft is a perfect complement to my work in technology.

Endurance Runner

Endurance Runner

From 5K sprints to full marathons, I'm passionate about the discipline and resilience of long-distance running. It's a powerful metaphor for tackling complex, long-term projects.

Let's Connect

Get in Touch

Location

Jacksonville, FL

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Networking

Let's connect and discuss technology trends, AI developments, or industry insights.

Open Source

Check out my open-source projects and contributions on GitHub.