Face Detector with Landmarks
A sub-1 MB face detector with 5-point landmarks, built for mobile and edge deployment across ncnn, ONNX and PyTorch. Beats the original Face-Detector-1MB and RetinaFace baselines on WIDER FACE.
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Research code, deployable models and data pipelines — a few things I’ve taken all the way from an idea to something that runs.
EV Charging Patterns in Germany
An end-to-end ELT pipeline and analysis of Germany's public EV charging network — regional disparities, power capacity and evidence-based recommendations for where to build next.
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Bangla Speech Recognition
A sequence-to-sequence ASR system for Bangla in PyTorch, with the full data loading, preprocessing, training and validation toolchain around it.
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Source for everything here — plus experiments that never made it to a write-up — lives on my GitHub.