Sam-Banankhu/ai-ml-ds-portfolio

A collection of AI/LLM projects focusing on low-resource languages, fine-tuning, benchmarking, and real-world applications. # **AI/ML/DS Portfolio** 🚀 **A Collection of AI, LLM, and Data Science Projects** This repository showcases **cutting-edge AI/ML projects** focusing on **low-resource languages, large language model (LLM) fine-tuning, benchmarking, and real-world applications** in healthcare, agriculture, and legal systems. --- ## 📌 **Projects Overview** ### 1️⃣ **Benchmarking LLMs** - Evaluating **state-of-the-art** LLMs for performance on **low-resource languages**. - Dataset curation, **prompt engineering**, and **response evaluation**. - 🔗 **Folder:** `benchmarking-llms` ### 2️⃣ **Dataset Curations** - Collection and pre-processing of **datasets for AI/ML models**. - Curating **custom datasets** for **LLM fine-tuning**. - 🔗 **Folder:** `dataset-curations` ### 3️⃣ **FARMWISE - ML-Powered Agriculture App** - **Java-based Android application** for **farm management** and **weather forecasting**. - **Machine Learning-powered** weather predictions. - 🔗 **Folder:** `farmwise-ml-powered` - 📄 **Publication:** MDPI Agriculture ### 4️⃣ **LLM Fine-Tuning for Healthcare** - Fine-tuning **large language models (LLMs)** on **medical and public health data**. - Application of **LLMs in disease surveillance** and healthcare decision-making. - 🔗 **Folder:** `llm-finetuning-health` ### 5️⃣ **Public Health RAG + LLM** - Implementation of **Retrieval-Augmented Generation (RAG)** for **health surveillance**. - **Optimized information retrieval** from medical guidelines & disease reports. - 🔗 **Folder:** `public-health-rag+llm` ### 6️⃣ **Umunthu AI - Malawian Laws & Governance** - NLP-driven **legal AI assistant** for Malawian laws. - Focus on **legal document processing** and **chatbot implementation**. - 🔗 **Folder:** `umunthu-ai` --- ## 🔧 **How to Use This Repository** ### **1️⃣ Clone the Repository** ```sh git clone github.com cd ai-ml-ds-portfolio ``` ### **2️⃣ Navigate to a Specific Project** Each project has its own **README** with setup …