AI Product Engineer, System Architect and AI & Web3 Strategist — building useful products and helping builders ship faster.
Applied AI proof app that turns rough voice memo transcripts into product specs, acceptance criteria, implementation plans, and scaffold outlines.
Technical case study of BookFindería Escuela, a production B2B reading platform for Chilean high schools.
Sema is a page-aware healthcare AI co-pilot that turns patient-provided observations into a reviewable clinician-ready evidence packet.
API Intelligence platform: LLM-mediated comprehension, scoring, and one-click improvement of OpenAPI specs.
AI product engineering profile and selected projects.
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.
Senior backend engineer building practical AI products where AI meets backend reality.
Customer evidence packet builder that turns messy discovery notes, objections, facts, and sources into concise decision packets.
Professional home for Sergei I'MON — AI product engineering, creative systems, and production-grade digital delivery.
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)
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