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golden-ratio/README.md

Timur Turatali

Lead ML Engineer | Building AI-Powered Systems in FinTech & Healthcare | Open-Source AI for Low-Resource Languages

What I Do

I build end-to-end machine learning systems that drive real business outcomes—from LLM-powered conversational AI to credit risk models processing terabytes of data. Specializing in production ML infrastructure, on-device AI, and NLP for underrepresented languages.

Recent Impact:

  • Co-founded CorePod: privacy-first on-device LLM for sleep AI (100+ beta users, NVIDIA Inception)
  • Created AkylAI: first Kyrgyz-language LLM chatbot (20K+ users)

Core Expertise

ML/AI: PyTorch, LLMs, RAG, On-Device AI, Production ML Systems
MLOps: ClearML, K8S, Triton, Weights & Biases, Vertex AI
Data: ClickHouse, FeatureStore, Hadoop, Spark, ElasticSearch
NLP: Hugging Face, LangChain, LlamaIndex, Weaviate, Voice AI (TTS/STT)

Featured Projects

🇰🇬 The Cramer Project

Co-founder of Kyrgyzstan's national open-source AI initiative. Built the country's first LLM chatbot, created the first Kyrgyz language benchmark, and released the largest Kyrgyz text corpus (300M+ words). Organized 50+ AI meetups and 3 DataThons with 250+ participants.

🎯 KyrgyzLLM-Bench

First standardized benchmark for evaluating LLMs in the Kyrgyz language. Contributed Kyrgyz language support to Hugging Face LightEval. Essential infrastructure for low-resource NLP research.

💤 CorePod (Stealth)

Architected privacy-first, fully on-device LLM and voice AI stack for real-time conversational sleep companion. Combined CBT-I sleep science with contextual ML, deployed to 100+ beta users with measurable improvements in sleep quality.

Research & Community

  • GP2.org Contributor: Applying AI to Parkinson's genetics research (ASAP-affiliated program)
  • National AI Council Member: Advising on Kyrgyzstan's AI policy and strategy
  • AI Community Founder: Built 2K+ member community uniting ML engineers and data scientists

Background

  • 10+ years building ML systems in FinTech (Citibank, MBank, EY)
  • Master's in Applied Mathematics & CS from Moscow Institute of Physics and Technology
  • Led technical teams at scale (10+ FTEs) and mentored engineers to promotion

Connect

📧 Email | 💼 LinkedIn | 🤗 Hugging Face

Open to collaborations on low-resource NLP, production ML systems, and AI for social impact.

Pinned Loading

  1. kyrgyzLLM_bench kyrgyzLLM_bench Public

    Python 2 1

  2. awesome-kyrgyz-nlp awesome-kyrgyz-nlp Public

    Forked from alexeyev/awesome-kyrgyz-nlp

    Kyrgyz language processing software, models and datasets.

    Shell

  3. lighteval lighteval Public

    Forked from huggingface/lighteval

    Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

    Python

  4. OpenLLMKyrgyzLeaderboard OpenLLMKyrgyzLeaderboard Public

    Python

  5. Akyl-AI/KyrgyzNER Akyl-AI/KyrgyzNER Public

    Welcome to our Named-Entity Recognition (NER) project for the Kyrgyz language! This repository aims to provide an efficient and accurate solution for identifying named entities within Kyrgyz texts.

    Jupyter Notebook 10

  6. kyrgyznlp/kyrgyznlp.github.io kyrgyznlp/kyrgyznlp.github.io Public

    KyrgyzNLP: Browsing, Bibliography, and Scientometrics

    HTML 1