Cocoa AI Classification & RAG

Cocoa quality models and a RAG assistant, served to IoT devices through FastAPI.

Machine learning models that classify and predict cocoa quality, plus a RAG pipeline on open-source LLMs. Both run as FastAPI services connected to IoT devices.

Features

Classification

Models that grade and predict cocoa quality for agricultural decisions.

RAG assistant

A RAG pipeline on open-source LLMs, sharpened with prompt engineering.

API services

Models served through FastAPI for the web and mobile teams.

IoT integration

Connected to the IoT devices that collect the readings.

Tools

Python
FastAPI
TensorFlow
RAG
IoT

Deepfake Detection Research

AI & RAG Systems

GGF FaSTrack Subsoil

Full Stack Web