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an-andrey/README.md

Andrey Ambartsumov

I'm a Honours Statistics and Computer Science student @ McGill, I'm working on becoming a Machine Learning Reseracher, specifically focusing on distributed ML. I've been able to get valuable research experience within Mila, and industry experience at TD Insurance.

You can find my most recent version of my CV at: https://an-andrey.github.io/cv-json/


Key Projects

  • DegreeViz: Interactive curriculum planning and course prerequisite graph visualizer.
  • SAVMO: Real-time computer vision system for hazard detection using ONNX and multiprocessing.
  • Realtor RAG: Conversational real estate assistant using vector search and retrieval-augmented generation.

Technical Toolkit

Languages
Python SQL Bash Java R

Frameworks & Libraries
PyTorch scikit-learn Hugging Face ONNX

Systems & Infrastructure
Linux Docker Git Apache Spark


Connect

Pinned Loading

  1. SAVMO-crash-detector SAVMO-crash-detector Public

    Python

  2. degreeViz degreeViz Public

    JavaScript 1

  3. nino nino Public

    Forked from SamsungSAILMontreal/nino

    Code for "Accelerating Training with Neuron Interaction and Nowcasting Networks" [ICLR 2025]

    Python

  4. vicliv/OpenFake vicliv/OpenFake Public

    Python 7 3