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  • Yerevan, Armenia

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davitpapikyan/README.md

Hi, I'm Davit Papikyan 👋

Machine Learning Engineer building production-ready AI systems

I specialize in taking machine learning projects from research and experimentation through optimization, deployment, and monitoring. My experience spans computer vision, generative AI, NLP, RAG, data engineering, and MLOps.

  • 🔭 Building ML-powered product discovery solutions at Constructor
  • 👁️ Experience in computer vision, including object detection, visual tracking, and edge deployment
  • 🧠 Research experience in diffusion models and adversarial machine learning
  • 🎓 MSc in Mathematics in Data Science from the Technical University of Munich
  • 👨‍🏫 Former Python lecturer and MLOps teaching associate
  • 🏆 Third place at the 2024 Bio ML Hackathon

Technologies

Python C++ PyTorch FastAPI OpenCV Hugging Face TensorRT Docker Apache Spark PostgreSQL

Areas of Interest

Computer Vision · Generative AI · NLP · ML Systems · MLOps · Edge AI · Data Engineering

Connect

LinkedIn GitHub Email

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  1. Probabilistic-Downscaling-of-Climate-Variables Probabilistic-Downscaling-of-Climate-Variables Public

    Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models

    Python 28 7

  2. Normalizing-Flow-with-Diffusion-Prior-Model Normalizing-Flow-with-Diffusion-Prior-Model Public

    Normalizing Flow with Diffusion Prior Model (NFDPM)

    Python 9 1