LeanderFischer (Leander Fischer) · GitHub
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LeanderFischer/README.md

I'm a physicist-turned-engineer working at Archimede GmbH, focusing on computer vision, large-scale drone imagery, and data engineering. My work includes deep-learning pipelines with PyTorch, 3D-reconstruction workflows (COLMAP), and production backend systems built with Python, Pydantic, and AWS Powertools.

Previously, I completed my PhD in astroparticle physics at Deutsches Elektronen-Synchrotron, where I performed the first search for GeV-scale heavy neutral leptons using data from the IceCube Neutrino Observatory.

Currently working on:

  • Point cloud processing and photogrammetric reconstruction pipelines
  • Computer vision for automated object detection and segmentation
  • Agentic AI approaches for building analysis and damage assessment
  • Serverless backend systems on AWS

Core skills:

  • Python, PyTorch, scientific computing, C++
  • Computer vision, photogrammetry, and 3D reconstruction
  • Data engineering and cloud-native backend systems (AWS)
  • Scientific computing and analysis frameworks (former maintainer of PISA)

Contact:

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  1. icecube/pisa icecube/pisa Public

    Monte Carlo-based data analysis

    Jupyter Notebook 25 57