Principal/Staff ML & MLOps Architect. I build high-performance AI platforms and real-time pipelines.
Full CV (RU/EN): HH • LN • Email
Focus: LLM/ML platforms (ClearML, DataHub, MinIO), GPU perf (FP8/INT4, TensorRT/Triton, NVLink/IB, k8s), realtime voice/video (WebRTC/LiveKit, low-lat TTS/ASR).
Value: measurable latency/cost cuts, reproducible pipelines, incident-ready ops culture.
- Low-Poly 3D Generator — text/image → GLB/UV/PBR in ~1 min. End-to-end demo (GameDevAI 2025 — 1st). [repo]
- FetalCare CTG — ingest → analytics → clinician UI; rules+ML (NICE/ACOG/NICHD) (LCT 2025). [repo]
- AI-driven banner generator — text → image + edit_image. End-to-end demo (Master of Telegram Ads: Development Edition — 4th). [repo]
- Robust face-ID — adversarial/deepfake-resistant pipeline, eval & docs (Kryptonite ML’25 — 5th). [repo]
Python • TensorRT/Triton • Kubernetes • Docker (distroless) • ClearML • ClickHouse, Cassandra, Postgres • MinIO/S3 • Spark/Polars • FastAPI/Granian • Go • Rust
- Profile: gulldan
- Repositories (public, owner, non-fork): 19
- Stars (across owned public repos): 3
- Followers: 8
- Contributions (last 30 days): 111
- PRs / Issues / Reviews (last 30 days): 0 / 0 / 0
- Top languages in owned repos: HTML (60%), Jupyter Notebook (24%), Python (8%), TypeScript (5%), C++ (2%)
- Updated (UTC): 2026-03-02