Fedor Chishchin

Omic Inc · Remote (US-based biotech)

Lead AI development and implementation of autonomous AI systems for scientific research automation.

• ▸Own the architecture end-to-end: system design, agent orchestration patterns, tool-use design, memory and state management, security boundaries, performance trade-offs — then lead the implementation that turns architecture into working software.
• ▸Built specification-driven agent development standards that turn a written spec into a working agent rapidly and reproducibly. The methodology compresses the gap between idea and shipped agent and is the reason we move at the pace we do.
• ▸Built the evaluation framework: a measurement methodology spanning multiple public agent benchmarks (including FutureHouse's BixBench) plus custom internal scenario suites — the holdout set the agent never sees during development. The framework, not any single benchmark, is what tells us we're improving.
• ▸Built custom MCP servers (Stdio, SSE, Streamable HTTP) bridging LLMs to proprietary tools and secure execution. Designed RAG pipelines over scientific corpora using PostgreSQL + pgvector. Enforced Clean Architecture, SOLID, DI, and comprehensive testing — directing Claude Code (Opus) as the implementation layer while owning architecture and quality.

BOTTEC · WowCase · Contento · Independent / Contract

• ▸Built LLM-powered SaaS MVPs from zero as the sole engineer: an AI consultation marketplace (Telegram bot + Flutter app) and Contento (an LLM-driven script generator with prompt orchestration) — design, implementation, integration, release. Separately, on contract, built a Telegram-integrated e-commerce app for BOTTEC with payments, logistics, and warehouse integrations.
• ▸Stack: FastAPI + PostgreSQL + Celery backends, Vue/Nuxt frontends, prompt engineering and LLM integration end-to-end. Also built an AI-augmented multi-strategy trading system in Python + Docker.