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puzer/README.md

Hi there, I'm Dmitrii Nikitko πŸ‘‹

Principal Data Scientist / AI Engineer

Based in Spain πŸ‡ͺπŸ‡Έ | ⛷️ Freeride Skier | πŸ€– 10+ Years in Data Science

Practicing Stochastic Gradient Descent IRL.
Often stuck in local minima (powder), but usually keeping a high learning rate.


πŸ”­ Current Focus & Writing

I am getting back to open-source and writing engineering deep-dives.

  • [LIVE] GitHub Repos Recommender β€” A client-side semantic search engine running in the browser (WASM + Metric Learning) - demo.
  • [COMING SOON] RL in LLMs β€” A deep dive into TRL, FunctionGemma, and GRPO.
  • [CLASSIC] StyleGAN-Encoder β€” One of my earlier contributions that gained traction in the Generative AI community.

πŸ“« Connect with me

I am always open to networking, discussing complex AI challenges, or debating the best ski resorts :)

Pinned Loading

  1. github-repo-embeddings github-repo-embeddings Public

    Self-supervised embeddings for GitHub repositories from ⭐ Stars. Includes data pipeline, training code, and frontend.

    Svelte 42 1

  2. stylegan-encoder stylegan-encoder Public

    Forked from NVlabs/stylegan

    StyleGAN Encoder - converts real images to latent space

    Jupyter Notebook 1.1k 165

  3. Finetuning-LLM-agent-using-RL Finetuning-LLM-agent-using-RL Public

    1