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LangDaniel/README.md

Hi there, I'm Daniel 👋

Machine Learning & Computer Vision Engineer: building models that hold up outside protected development environments.

About Me

I'm interested in how we turn AI into applications that create value in the real world. I build machine learning and computer vision models designed to work beyond the lab, on messy, real-world data.

My work spans self-supervised learning, generative modeling, anomaly detection, and domain / test-time adaptation, with a focus on making models robust enough for real deployment.

🔭 Currently working on point tracking on video data.
🌱 Exploring the Astro JS framework and World Models (mainly Video JEPA).
💬 Open to talk about computer vision, machine learning, and robust AI, or about the move from academia to industry.

Tech Stack

Languages

Python Bash C++ Java

Machine Learning & Computer Vision

PyTorch TensorFlow Hugging Face OpenCV NumPy pandas

MLOps & Experiment Tracking

MLflow Weights & Biases

Tools

Git Docker Slurm Linux VS Code Vim

Find Me

Pinned Loading

  1. MAEMI MAEMI Public

    multi-channel 3D masked autoencoder

    Python 31 2

  2. TeNCA TeNCA Public

    Temporal Neural Cellular Automata

    Python 8 2

  3. TCIA_client TCIA_client Public

    REST-API client to download data from The Cancer Imaging Archive

    Python

  4. HECKTOR2021 HECKTOR2021 Public

    Approach to the MICCAI HECKTOR 2021 challenge

    Python 4