Projects

Here are some of my favorite projects(more on github).

ML Research Related

Paper Implementation: An implementation of Sparse Autoencoders to find highly interpretable features in GPT-2
James Sandy
Mechanistic Interpretation

AI Projects

Fine-tuned Llama 3.1 for Livestock guidance for rural farmers in Africa
James Sandy*
HuggingFace
I fine-tuned the Llama model on publications from the Nigerian Livestock Research Journal and deployed it to users via WhatsApp.

Data Projects

Supply Chain Optimization Pipeline for Logistics company
James Sandy
Github
A global logistics company wants to optimize its supply chain by analyzing shipping, inventory, and demand data in real-time. The solution is a data pipeline that extracts data from various sources and ensures timely delivery.
Real-Time Data Pipeline for E-commerce Business
James Sandy
Github
An e-commerce business needs to capture real-time user behavior and transactional data to help in personalization, marketing optimization, and fraud detection. This Solution is a scalable real-time data pipeline that collects, processes, and stores behavior data from different sources and delivers insights for instant decision making.

* denotes equal contribution

This list includes peer-reviewed publications, workshop papers, and preprints. For the most up-to-date list with citation counts, please visit my Google Scholar profile.