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akaliutau/README.md

πŸ‘‹ Hi there, I'm Aliaksei πŸ‘‹

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From simulating the stochastic complexity of physical systems to engineering petabyte-scale data pipelines, I thrive on pushing the absolute boundaries of computation. My foundation in Physics and Informatics motivated a relentless pursuit of scalable AI, where I now merge scientific computing, big data, and machine learning to bring science fiction concepts to life.

πŸ’Ό Founder & AI Researcher β€” I focus on reliable machine learning, explainable AI, and high-performance computing to solve real-world industrial challenges. MSc in AI @ Imperial College London.

πŸ§‘β€πŸ’» Pushing the LLM & Big Data Frontier: Designed complex multi-step reasoning and tool-use tasks to train advanced LLMs at Scale AI. Previously, as a Software Engineer at Ocado Technology, I pioneered Smart Data Lakes for petabyte-scale bot data.

πŸš€ Innovating at the Edge of Quantum & MedTech: Spun off several ventures as the Founder of Monodromy, a UK-based AI startup.

πŸ“š Problem Solver: See my latest paper. Ranked in the top 0.1% for problem-solving and top 2% in competitions across platforms like LeetCode and Kaggle.

πŸ› οΈ Stack & Expertise: My favourite languages are Python, Java, Go, Rust, and JavaScript, I know all modern AI frameworks (PyTorch, JAX, TensorFlow) and specialize in scalable infrastructure (Docker, Kubernetes, AWS, GCP, OCI).

πŸ“« Let's Connect: aliaksei.kaliutau@gmail.com | LinkedIn | Website

My GitHub Language Stats

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  1. stable-reasoning/ai4materials stable-reasoning/ai4materials Public

    Enhancing the reasoning of LLMs in materials discovery. MSc project at I-X, Imperial College London

    Jupyter Notebook 1

  2. aethelgard aethelgard Public

    Secure FedRAG framework for distributed health data search and knowledge exchange

    Jupyter Notebook 7 3

  3. dynavisr-bench dynavisr-bench Public

    AGI visual reasoning benchmark and dataset

    Python 5 3

  4. aethelgard2 aethelgard2 Public

    Semantic Search Engine for Multimodal Medical Documents

    Python

  5. BubbleML BubbleML Public

    Forked from HPCForge/BubbleML

    A multiphase multiphysics dataset and benchmarks for scientific machine learning

    Python

  6. qrc-susa-qbraid qrc-susa-qbraid Public

    Global Industry Challenge 26

    Jupyter Notebook 1 1