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sisyphean labor
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sisyphean labor
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KremlevLev/README.md

𝔏𝔢𝔳 𝔎𝔯𝔢𝔪𝔩𝔢𝔳

"𝔅𝔲𝔦𝔩𝔡𝔦𝔫𝔤 𝔱𝔥𝔦𝔫𝔤𝔰 𝔣𝔯𝔬𝔪 𝔰𝔠𝔯𝔞𝔱𝔠𝔥 𝔲𝔫𝔱𝔦𝔩 𝔱𝔥𝔢𝔶 𝔴𝔬𝔯𝔨."

ML Engineer focused on LLM systems, AI agents and deep learning.

Interested in LLM architecture, SSMs, inference optimization and production ML.

⚔️ 𝔄𝔯𝔢𝔞𝔰 𝔬𝔣 𝔦𝔫𝔱𝔢𝔯𝔢𝔰𝔱

  • LLM architecture
  • Transformer / SSM hybrids
  • Mamba
  • inference optimization
  • AI agents
  • production ML

𝔖𝔱𝔞𝔠𝔨

Python · PyTorch · JAX · FastAPI · Docker · SQL · vLLM · Git · ...

𝔉𝔦𝔫𝔡 𝔪𝔢

GitHub Streak

Pinned Loading

  1. Rynne Rynne Public

    A deterministic Windows AI agent that doesn't hallucinate actions. Features native UI Automation (no blind clicks), file rollbacks, and strict HITL security.

    Python 8

  2. bpe-tokenizer-gpt bpe-tokenizer-gpt Public

    High-performance BPE tokenizer implemented from scratch with O(N log N) complexity. Architecturally identical to GPT-2/4.

    Python 1

  3. RAG-Pipeline-for-High-Load-Banking-Data RAG-Pipeline-for-High-Load-Banking-Data Public

    RAG pipeline for banking-domain question answering with hybrid retrieval, reranking, and local LLM generation.

    Python