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BenjaminBenHarosh/README.md

Benjamin Ben Harosh

Data & Backend Engineer · Python · Scientific Computing

I build production-grade data pipelines, physics-informed simulations, and ML systems — with a focus on clean architecture, reproducibility, and turning complex numerical data into structured, actionable outputs.

Stack Python · FastAPI · Pydantic · Docker · pytest · NumPy · SciPy · Pandas · Scikit-learn · Signal Processing · PostgreSQL · Git

Recent work

  • 🛰️ Electromagnetic capsule simulation service with REST API (Moonshot Space)
  • 🫁 Explainable CNN for pneumonia detection — GradCAM, calibration, FastAPI endpoint
  • 🌍 Geospatial pipeline for renewable energy site scoring
  • 🔭 Bayesian statistical modeling of observational bias in galaxy survey data

📍 Tel Aviv  |  🇳🇱 Dutch/Israeli 🇮🇱

📫 benjamin.ben.harosh@gmail.com

🔗 https://www.linkedin.com/in/benjamin-ben-harosh-02701334b/

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  1. home-depot-search-analysis home-depot-search-analysis Public

    This project addresses the challenge of matching user search terms to relevant product listings on Home Depot’s e-commerce platform using natural language processing (NLP). Using classical feature …

    Python

  2. pneumonia-detection-cnn pneumonia-detection-cnn Public

    This project presents a Convolutional Neural Network (CNN) model designed to detect pneumonia from chest X-ray images. By leveraging deep learning techniques, the system analyzes medical imaging da…

    Python

  3. geo-spatial-energy-siting-model geo-spatial-energy-siting-model Public

    A geospatial pipeline for identifying optimal solar and wind energy sites using open data. Combines climate, infrastructure, terrain, and demand to produce suitability maps and ranked locations for…

    Python

  4. Moonshot_Space Moonshot_Space Public

    Capsule Acceleration Simulator. A 1D electromagnetic capsule acceleration simulation service with a production-ready REST API. Built as part of the Moonshot Space engineering assignment, this proje…

    Python

  5. observational_incompleteness_luminosity_function observational_incompleteness_luminosity_function Public

    Tools for modeling observational incompleteness and recovering luminosity functions from biased astronomical survey data.

    Python