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Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2

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Huntsama/README.md

Jawad Shaissah

Software, data and AI engineer in Brussels.
I train deep-learning models and build the apps and data pipelines around them.

jwds.me · LinkedIn · jawadshaissah@gmail.com

In short

  • MSc in Applied Sciences and Engineering: Applied Computer Science, Vrije Universiteit Brussel, 2026
  • Thesis: a Residual U-Net that turns 31 km weather data into 100 m city temperature maps, a full year in 46 s on one GPU
  • Five years shipping web and mobile apps in React, Node.js and Flutter
  • Lately data engineering with Brussels open data: Azure, dbt, DuckDB, Terraform
  • Open to AI, data and software roles in Brussels or elsewhere in Europe
  • Arabic, French, English

Selected work

Project What it is
Urban-climate emulator MSc thesis. Residual U-Net emulating the UrbClim model for 100 European cities, RMSE 2.00 to 1.23 °C
Brussels Lakehouse · live Azure lakehouse recording transit, air and grid data every 5 min, dbt + DuckDB
Brussels Live · live Real-time map of every STIB vehicle, positions estimated without GPS
Image super-resolution (EDSR) x4 super-resolution on DIV2K, 30.41 dB PSNR, +2.32 dB over bicubic
Weather forecasting with ML Regression, random forests and neural networks on forecast and station data
CoAP over DTLS Secure messaging for constrained IoT devices
iNeighbourHelper Neighbourhood platform in Java with Dijkstra routing
notlightbloo Image hosting: JWT auth, REST API, MySQL, React

Tools

Python, PyTorch, xarray, scikit-learn · JavaScript, TypeScript, React, Node.js, Flutter, Dart, Java · Azure, dbt, DuckDB, Terraform, Docker, PostgreSQL, MySQL, Linux, Git

Pinned Loading

  1. urbclim-emulator urbclim-emulator Public

    Residual U-Net that emulates the UrbClim urban climate model: hourly 100 m temperature maps for 100 European cities from ERA5 and static maps. MSc thesis, VUB 2026.

    Python

  2. brussels-lakehouse brussels-lakehouse Public

    Brussels transit punctuality lakehouse on Azure: STIB, IRCEL and Elia open data, dbt on DuckDB, Terraform

    Python

  3. brussels-live brussels-live Public

    Every STIB metro, tram and bus in Brussels on a live map, positions estimated from stop-by-stop open data

    HTML

  4. Weather_forecast Weather_forecast Public

    Weather forecasting with machine learning: linear regression, random forest and neural networks on ensemble forecast and ground-station data

    Jupyter Notebook

  5. iNeighbourHelper iNeighbourHelper Public

    Neighbourhood help platform in Java with custom data structures and Dijkstra routing

    Java

  6. notlightbloo notlightbloo Public

    Secure image-hosting platform: JWT auth, REST API, MySQL backend, React/Tailwind frontend

    JavaScript