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khaykingleb/README.md

👋 Hey

  • I'm Gleb, a full-stack developer specializing in MLOps/DevOps engineering
  • Working on the Model Shaping team at Together AI, building infrastructure and tooling for fine-tuning, evaluation, and continual improvement of open-source LLMs
  • Graduated from the Higher School of Economics, where I studied Computer Science and Finance
  • Passed CFA Level 1 in my third year of undergrad — mostly for fun

📚 Latest Blog Posts

🛠️ Stack

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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 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

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

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  1. website website Public

    Full-stack blog and portfolio with Next.js frontend, Supabase backend, and content sync via Notion API

    TypeScript

  2. dotfiles dotfiles Public

    Declarative system configuration and package-management for reproducible macOS/NixOS environments

    Nix

  3. research-playground research-playground Public

    Efficient ML/DL implementations across multiple domains with K3s multi-node training setup

    Python 3

  4. canonical-huffman-archiver canonical-huffman-archiver Public

    ASCII archiver based on canonical Huffman codes (built with Conan package manager)

    C++ 1

  5. stochastic-optimization-methods stochastic-optimization-methods Public

    Implementation of zero-gradient algorithms with some visualizations (Simulated Annealing, Particle Swarm Optimization, and Genetic Algorithm)

    Jupyter Notebook 4

  6. keyword-spotting keyword-spotting Public

    Attention-based keyword-spotting with streaming inference, quantisation, and distillation (implementation of the referenced research)

    Jupyter Notebook 4 2