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khaykingleb/README.md

👋 Hey, I'm Gleb

  • ML infra/platform engineer focused on GPU clusters, K8s, and large-scale distributed systems for training and inference
  • Currently on the Model Shaping team at Together AI, building infrastructure and platform tooling for fine-tuning, RL, evaluation, quantization, and distillation of open-source LLMs at scale
  • Graduated from the Higher School of Economics, where I studied Computer Science and Finance
  • Passed CFA Level 1 during undergrad; maintain interest in quantitative finance and portfolio management

📚 Latest blog posts

🛠️ Stack

Top Langs

Click to view technologies

Languages

Python Rust Go C++ TypeScript SQL

Frontend

HTML5 CSS3 React Next Remix Tailwind Vercel

Backend

gRPC OpenAPI Swagger Websocket Webhook AIOHTTP FastAPI Pydantic JWT Node.js

DevOps & MLOps

Terraform OpenTofu Ansible Containerd Docker K8s K3s Helm Kustomize AWS GCP Cloudflare DigitalOcean Fargate Lambda Modal Grafana Alloy Prometheus Loki Nginx Traefik Let's Encrypt Namecheap Tailscale Ngrok DVC NVIDIA Triton Ollama Gradio LangChain LangGraph LangSmith TorchScript ONNX TensorRT CoreML Smarty Jinja Hydra ArgoCD GitHub Actions Pre-commit Pytest Selenium Ruff PyCQA Detect Secrets Infracost Commitlint ESLint Stylelint Prettier Conventional Commits SemVer Semantic Release Just Make CMake uv Poetry Anaconda Conan pnpm npm

Data Engineering & Distributed Systems

Hadoop Spark Databrics Polars Kafka RabbitMQ Celery

Storage

Redis PostgreSQL Sqitch PGVector S3 R2 Supabase Firebase Airtable MongoDB

R&D

PyTorch Lightning WB Hugging Face Nemo Vowpal Wabbit scikit-learn NumPy Pandas SciPy Plotly Colab Jupyter R

Miscellaneous

Anki OpenAI VSC Linux Ubuntu MacOs Nix Shell Git .env LLVM Brew Tmux Vim FFmpeg Postman Wireshark Protobuf JSON YAML TOML Diagrams LaTeX arXiv Markdown Notion Slack Jira

Pinned Loading

  1. dotfiles dotfiles Public

    Declarative macOS configuration managed with Nix

    Nix 1

  2. website website Public

    Personal website on Next.js

    TypeScript

  3. hybrid-k3s-example hybrid-k3s-example Public

    OpenTofu example for a hybrid-cloud K3s cluster

    HCL

  4. ml-experiments ml-experiments Public

    Playground for exploring machine learning models and systems

    Python 3

  5. meta-pytorch/monarch meta-pytorch/monarch Public

    PyTorch Single Controller

    Rust 1.1k 173

  6. actions/actions-runner-controller actions/actions-runner-controller Public

    Kubernetes controller for GitHub Actions self-hosted runners

    Go 6.5k 1.5k