Senior Software Engineer - Backend, ML/CV/AI Systems

На данный момент Senior Python Developer.

Мои компетенции и опыт

Software Engineer with 20+ years in IT, 6+ years in Python and 3+ years building real-time ML/CV pipelines.
Specialized at the intersection of production backend and ML inference: CPU/GPU optimization, latency profiling and bottleneck elimination under load.
Comfortable owning architecture, releases and technical direction in ambiguous environments.
BSc in Applied Mathematics. Thesis: speaker identification using neural networks.
Currently working across real-time inference, ML/CV systems, backend platforms and AI-powered products.

Skills:

Languages & frameworks: Python, FastAPI, SQLAlchemy, Django, DRF, aiohttp, Go, JS, TypeScript, React, нужен доступ к резюме , NestJS, нужен доступ к резюме

ML / CV: PyTorch, ONNX, CUDA, Triton, JIT, OpenCV, Ultralytics, CatBoost, HuggingFace Transformers (DINO, CLIP), Whisper, ASR, diarization, OCR, Jupyter, machine learning, computer vision

LLM / agents: Claude API, OpenAI API, RAG (Agentic, Dreaming, Memory Consolidation, LLM-as-a-judge), MCP, tool calling, Pydantic AI, TEI, Voyage embeddings, fuzzy matching, Claude Code, Archestra, AI-assisted development workflows, SDD

Databases / Messaging: PostgreSQL, postGIS, pgvector, Apache AGE, pgBouncer, ClickHouse, MySQL, MongoDB, Redis, Valkey, RabbitMQ, NATS

Testing & code quality: pytest, TDD, TROPHY, Playwright, ruff, mypy, ty, code review culture, latency profiling

DevOps / MLOps: Docker, Kubernetes, CI/CD, GitLab CI, GitHub Actions, DVC, Nexus, Prometheus, Grafana, OpenTelemetry, Sentry, ELK, AWS S3, GCP, Cloudflare, GitFlow / TBD

Architecture: Microservices, ESB, API design, REST, gRPC, RPC, CQRS, CLI, GraphQL, system design, DDD, SSE, WebSockets

Other: Git, uv, GStreamer, FFmpeg, RTSP, PipeWire, PulseAudio, nmap

English — B2 (pre-advanced) · Spanish — A2 · Russian — native