Software Engineer - Backend, ML, CV, AI Systems

На данный момент Senior Python Developer.

Мои компетенции и опыт

Software Engineer with 6+ years in Python and 4+ years building real-time ML/CV pipelines.
Specialized in production backend and ML inference systems, focusing on CPU/GPU pipeline optimization, latency profiling, and bottleneck elimination under load.
Design backend and ML pipeline architectures and make technical decisions in ambiguous environments.
BSc in Applied Mathematics. Thesis: speaker identification using neural networks.
Focused on production backend, real-time ML/CV systems, and AI-powered products.
Built a personal AI-assisted development workflow with spec-driven engineering, MCP, automated E2E/regression testing, AI code reviews, and continuous documentation.

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 (multi-step retrieval, agentic workflows, STM+LTM, 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, Nginx, CI/CD, GitLab CI, GitHub Actions, DVC, Nexus, Prometheus, Grafana, OpenTelemetry, Sentry, ELK, AWS S3, GCP, Cloudflare

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

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

English — B2 (pre-advanced)

Russian — native