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enzontl/README.md

ASCII portrait

about

Data scientist and AI Architect at Afterdata, trained at Albert School × Mines Paris–PSL.
I turn messy business problems into machine learning models, LLM agents
and data products that people actually use.

stats

contributions over the last 12 months

current and longest streak

top languages

the year, one character per day

projects

contract-review-assistant
Legal-BERT + TF-IDF ensemble on 100 clause types (87.8% accuracy), conformal triage, hybrid retrieval and a bias audit

urban-optimizer
road investment planning: traffic assignment, demand forecast (R² 0.98) and budget optimisation behind a FastAPI dashboard

deep-learning-paper-YOLOv10
reduced reproduction of YOLOv10 vs YOLOv8 on Pascal VOC, with an NMS ablation

stack

Python · PyTorch · scikit-learn · LLMs & RAG · SQL · FastAPI · Power BI

contact

enzonatali.com · LinkedIn

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  1. urban-optimizer urban-optimizer Public

    Decision-support tool for road investment planning: traffic assignment, 5/10-year demand forecast and budget optimisation behind a FastAPI dashboard

    Jupyter Notebook 2

  2. contract-review-assistant contract-review-assistant Public

    NLP core of a legal contract-review assistant: Legal-BERT + TF-IDF ensemble on 100 clause types (87.8% acc.), conformal triage, hybrid retrieval and bias audit

    HTML

  3. deep-learning-paper-YOLOv10 deep-learning-paper-YOLOv10 Public

    Reduced reproduction of YOLOv10 vs YOLOv8 on Pascal VOC (Apple Silicon), with an end-to-end vs NMS ablation

    Jupyter Notebook