About
I've spent 15+ years building software that ships at scale — and the last several focused on bringing AI from prototype to production for Fortune 500 companies.
I lead engineering teams, design system architectures, and get things into production. Streaming platforms processing millions of ad auctions daily, travel companies serving 300K+ users across 240+ locations, publishing enterprises migrating 4B+ documents — these are the kinds of problems I solve.
Currently, I'm deep in agentic AI: autonomous agents, MCP integrations, knowledge graphs, and voice AI systems. I build things that work in the real world, not just in demos.
Harvard Business School. Wharton. AWS Certified Solution Architect. EPAM CEO Award. Conference speaker across Europe and the US. But what matters most is what ships.
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.
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.
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.
Enterprise Blockchain Identity System
Enterprise Blockchain Identity System
Architected and implemented a major European bank's first blockchain identity solution, improving efficiency by 70%.
Financial Services Digital Transformation
Led digital transformation for a major US financial services provider, managing 50+ engineers across multiple streams.
Publishing Platform AWS Migration
Scaled team from 10 to 150+, delivering a cloud-native pipeline handling 4B+ documents daily for a major publisher.
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.
Personal Innovations
Side projects and AI experiments that showcase creativity and technical expertise
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.
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.
Latest Insights
AlgoArt: Interactive Algorithmic Art Gallery
Twelve interactive algorithmic art pieces — from Turing's reaction-diffusion to Lorenz attractors, L-system fractals, and Conway's Game of Life. Each paired with an educational deep-dive into the mathematics.
Soul as Interface: Consciousness, Holographic Universe & the External Mind
Are we agents plugged into a cosmic LLM? Exploring the hypothesis that the body is merely an interface, consciousness is externally generated, and the universe operates as a holographic computation system.
Humans vs AI Agents: A Comparative Research Framework
A 14-dimension comparative framework examining humans, Hermes, OpenCLAW, and embodied robots across cognitive architecture, agency, inner life, and mortality — scoring what makes each form of intelligence unique.
The Prince & The AI Revolution: A Machiavellian Power Analysis
Applying Niccolò Machiavelli's strategic framework from "The Prince" to the modern AI revolution — analyzing power dynamics, Fortune vs. Virtù, and the strategic mistakes companies make today.
The Prince — Strategic Decision Flowchart
An interactive visual flowchart mapping Machiavelli's strategic decision framework: from acquiring power through maintaining it, adapted for the age of AI and technological disruption.
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.
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.
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.
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.
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Connect with me on LinkedIn for exclusive content from Fortune 500 engagements.
Follow on LinkedInBeyond the Keyboard
A few of the passions that keep me balanced, creative, and inspired.
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
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
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
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.