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GitHub·· 8 天前AI 评分10

Kodjo Jean DEGBEVI 的 GitHub 主页:GbeTo、ForestWatch Togo 等 AI 项目

kjd-dktech/kjd-dktech

AI 导读

数据科学家兼 AI 工程师 Kodjo Jean DEGBEVI 展示了多个项目,包括基于 Meta AI NLLB-200-distilled-600M 微调的埃维语↔法语翻译器 GbeTo,BLEU 从基线 13.41 提升至 16.70。

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Janga la Enzi Mpya


kjd@github:~$ whoami

Kodjo Jean DEGBEVI — Data Scientist & AI Engineer.
I build ML systems.


kjd@github:~$ projects --featured

GbeTo — Ewé ↔ French Translator

Fine-tuning of NLLB-200-distilled-600M (Meta AI) for bidirectional Ewé ↔ French neural machine translation. Low-resource NLP for an under-resourced West African language — my mother tongue.

PyTorch HuggingFace NLLB-200 seq2seq sacrebleu

Baseline BLEU Fine-tuned BLEU
13.41 16.70

Repo HF Model Demo

ForestWatch Togo

End-to-end AI system for land cover classification & deforestation monitoring in Togo — from data engineering (Sentinel-2 + Google Earth Engine) to model deployment.

Python Sentinel-2 Google Earth Engine scikit-learn Jupyter

Repo HF Model

AgbleDɔ̀

Automated detection system for crop bioaggressors (ACMV and Spodoptera frugiperda) in maize and cassava crops.

YOLO PyTorch Grad-CAM MLflow

Jeu de données Top-1 Accuracy Top-5 Accuracy
Entraînement 94.30 % 100.00 %
Test formel 92.64 % 99.95 %

Repo HF Model

Superstore Sales Analytics

ML-powered sales analytics platform for profit prediction on Superstore data, with a production-ready FastAPI backend and an interactive Streamlit dashboard.

Python FastAPI Streamlit scikit-learn Pandas Docker

Repo Streamlit Demo HF Model FastAPI


kjd@github:~$ projects --more

Click here to see results


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来源:GitHub · github.com