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Stonej29/README.md

Hi there, I'm Jone :)

MSc Student in Mathematical Modelling @ DTU | Machine Learning Engineer

I am an ML Engineer specializing in Computer Vision, MLOps, and Edge Inference. I bridge the gap between training models and deploying them on constrained hardware like a consumer-grade GPU or even a Raspberry Pi.

  • Current Focus: Optimizing inference latency for Deep Learning models on edge devices.
  • Studies: MSc at Technical University of Denmark (DTU), focusing on HPC and Signal Processing.
  • Work: IT Student Assistant at DSB since 2023.
  • Home Lab: I run a personal Linux Home Server for automation and local LLM hosting.

Tech Stack

Python PyTorch OpenCV Scikit-Learn Docker Linux Raspberry Pi Git Bash

Find me at www.jone-steinhoff.com

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  1. 02516-deep-learning-in-CV 02516-deep-learning-in-CV Public

    Forked from lukyrasocha/02516-deep-learning-in-CV

    Implementation of state-of-the-art Deep Learning architectures for Computer Vision (DTU Course 02516). Focus: CNNs and advanced data augmentation strategies.

    Jupyter Notebook

  2. mlops-CAPTCHA mlops-CAPTCHA Public

    Forked from s204431/mlops-CAPTCHA

    End-to-End MLOps pipeline for training a CNN Captcha solver. Features: Docker containerization, Weights & Biases (W&B) for experiment tracking, and GitHub Actions for CI/CD.

    Python

  3. rStar rStar Public

    Forked from lukyrasocha/rStar

    Implementation of the rStar algorithm to enhance reasoning in Small Language Models (SLMs). Focus: Monte Carlo Tree Search (MCTS) to generate high-quality reasoning traces and improve logic in reso…

    Jupyter Notebook

  4. text-to-image-generation-in-the-medical-domain text-to-image-generation-in-the-medical-domain Public

    Forked from MadsPrip1/text-to-image-generation-in-the-medical-domain

    Generative AI pipeline for synthesizing medical images (brain tumors) from text. Focus: Using synthetic data generation to augment datasets and improve performance of downstream classifiers in reso…

    Python

  5. pi-comp-vision pi-comp-vision Public

    Real-time person detection and auto-tracking using Hailo AI on Raspberry Pi 5

    Python