ai-product-engineering

AI Product Engineer, System Architect and AI & Web3 Strategist — building useful products and helping builders ship faster.

Designing and building scalable AI systems - from deep neural networks to production-ready LLM applications.

Automation intelligence platform for no/low-code automations like n8n.

Technical case study of BookFindería Escuela, a production B2B reading platform for Chilean high schools.

AI product engineering profile and selected projects.

Customer evidence packet builder that turns messy discovery notes, objections, facts, and sources into concise decision packets.

Applied AI proof app that turns rough voice memo transcripts into product specs, acceptance criteria, implementation plans, and scaffold outlines.

Senior backend engineer building practical AI products where AI meets backend reality.

API Intelligence platform: LLM-mediated comprehension, scoring, and one-click improvement of OpenAPI specs.

Troopod AI Product Engineer assignment. A pixel-perfect, fully modular, and merchant-editable Shopify store built from a static prototype.

Professional home for Sergei I'MON — AI product engineering, creative systems, and production-grade digital delivery.

Sema is a page-aware healthcare AI co-pilot that turns patient-provided observations into a reviewable clinician-ready evidence packet.

Project-based AI Product Engineering roadmap covering software engineering, Python, TypeScript, backend systems and production-ready AI applications.

🧵 ThreadNavigatorAI 2.0 Multi-agent Reddit thread analyzer with semantic summarization, tool-augmented fact-checking, and LLM-as-a-Judge rubric evaluation. 🔧 Configurable via config.yaml 🧠 Agent stack with OpenRouter LLMs 🖼️ Polished Streamlit UI (tabbed, latency-aware) 🌐 Deployed on Hugging Face Spaces (free-tier)