Andrii Boiko
Lead AI Engineer · Production AI, agents, RAG & evaluation
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About
Andrii Boiko works in AI engineering and ML & data science, based in Berlin, Germany. Lead AI Engineer · Production AI, agents, RAG & evaluation. Public projects on GitHub include Tern (Local AI search for podcast and video archives on Apple Silicon: Whisper speech, Apple Vision OCR and…), Taskdistill (Distil an expensive LLM API call on a narrow task into a small local model: capture traffic, curate, LoRA…) and Go Public (Audit a private git repo before you open-source it: scans every ref, commit, message, author and binary for…), mostly written in Python.
Projects 6
Tern
Local AI search for podcast and video archives on Apple Silicon: Whisper speech, Apple Vision OCR and SigLIP-2 visual search fused into one ranked list, with a trim editor and FCPXML export. FastAPI, vanilla JS, Tauri. Source-visible, all rights reserved.
github.comTaskdistill
Distil an expensive LLM API call on a narrow task into a small local model: capture traffic, curate, LoRA fine-tune with MLX on Apple Silicon, evaluate against the teacher, and serve an OpenAI-compatible cascade that escalates low-confidence requests.
github.comGo Public
Audit a private git repo before you open-source it: scans every ref, commit, message, author and binary for secrets, personal data, organisation identifiers, local paths, file metadata and licence history, then writes a clean export and re-scans it. CLI and Claude Code plugin.
github.comLocal Enough
Measure whether a back-office AI task can run on your own hardware: accuracy vs gold, p50/p95 latency, $/1k tasks, amortised hardware cost and break-even volume, plus an OpenAI-compatible router that sends each task to the cheapest model meeting your quality bar.
github.comPgwarden
Governed Postgres access for AI assistants: an MCP gateway with OAuth 2.1 and OIDC login, one Postgres role per person, database-enforced read-only queries, PII masking, human-approved writes, a tamper-evident audit log, a red-team suite and Terraform for Cloud Run.
github.comProof Of Done
Claude Code plugin that stops a coding agent from ending its turn with 'tests pass', 'build succeeds' or 'deployed' unless the transcript shows the command ran after the last edit and succeeded. Plus a CLI that audits agent transcripts for unsupported claims.
github.com