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zakaria-narjis/README.md

Welcome to My GitHub Profile

ML Engineer & Researcher | MSc Robotics & Autonomous Systems, University of Lübeck


apiVersion: engineer.io/v1
kind: MLResearcher
metadata:
  name: zakaria-narjis
  annotations:
    website: "https://zakaria-narjis.com"
spec:
  focus:
    - Machine Learning & Reinforcement Learning
    - Computer Vision & Perception Systems
    - LLMs & Medical Knowledge Extraction
    - End-to-End ML System Deployment
  currentlyBuilding:
    - iSCAT Nanoparticle Segmentation & Size Estimation Pipelines
    - Photo Enhancement RL App & Generative Diffusion Models
    - Open-Source Modular RL Library (ModulaRL)
    - Diet Recommendation System with FastAPI & Streamlit
    - LLM-based Medical Causality Extraction & Relation Modeling
    - Reinforcement Learning Agent for Banania Game
  philosophy: "git init, push push push..."

Technologies & Tools:

Python C C++ PyTorch Docker


Contact Me:

LinkedIn

Feel free to explore my repositories and connect with me for collaborations!


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  1. nutrimind nutrimind Public

    A full-stack diet recommendation system using machine learning

    TypeScript 255 94

  2. modularl modularl Public

    A highly modular and extensible PyTorch-based reinforcement learning library.

    Python 2

  3. ai-photo-cropper ai-photo-cropper Public

    AI-powered photo cropping web app for photographers with two smart modes: composition-aware cropping using a custom VGG16 model and text-guided cropping using CLIP + YOLOv5.

    Python 1

  4. ai-photo-enhancer ai-photo-enhancer Public

    A reinforcement learning agent trained to automatically enhance photos by predicting Lightroom-style editing parameters exposure, temperature, contrast, saturation, and more.

    Python 4 1

  5. beam-pattern-rlearning beam-pattern-rlearning Public

    Implementation of the paper "Fast Reinforcement Learning for Robust Beam Codebooks in Future Communication Systems", comparing DDPG, TD3, and SAC algorithms for adaptive beam codebook optimization …

    Python 2

  6. Emergent-flocking-with-reinforcement-learning Emergent-flocking-with-reinforcement-learning Public

    Python 1