Volodymyr P.

I am an AI Product Architect and Technical Lead with 15+ years of IT experience, transitioning from a successful Solo Founder background (AdTech/Automation) to building cutting-edge GenAI products.

My core strength is Pragmatic Architecture: I build systems driven by business metrics (ROI, Time-to-Market), avoiding over-engineering. I don't just write code; I design complete product ecosystems.

🔹 Applied AI & LLM Orchestration: Designing multi-agent systems, RAG pipelines, and AI-driven automation using Python, FastAPI, LangGraph, and DSPy. I implement strict cross-validation between LLMs (e.g., Opus vs. Gemini) to eliminate blind spots.

🔹 Security-Focused Development: Leveraging a background in pentesting and vulnerability analysis to build secure architectures (Defense in Depth) and protect AI pipelines from prompt injections and data leaks.

🔹 Performance & Automation: Deep expertise in high-concurrency data processing (asyncio, NumPy), latency reduction, and bare-metal Linux infrastructure (Nginx, Cloudflare, automated recovery drills).

I thrive in "Zero-to-One" environments (Seed/Series A startups or R&D labs) where I can take full ownership of the technical product lifecycle.