Llama.cpp
A C++ implementation of Meta’s Llama2 generative large-language model. I also optimized the original C implementation by Karpathy by adding parallelization on the multi-head attention layer.
Machine Learning
Expedock Assistant: ChatGPT Applied to Logistics Data
Expedock Assistant is a chatbot that allows you to ask questions about your shipments and get answers in real time. It’s like having a personal assistant that knows everything about your business, shipments and industry.
Expedock AutoML
Expedock’s AutoML Library – fit a model, run batch inference, and get explanations in one line of code each.
Vaccine Search as a Computational Problem
A thought dump on mRNA vaccines and the future of computational biology
Booking Demand Prediction for Grab SEA
Booking demand prediction for Grab’s Southeast Asia operations. The project involves spatio-temporal forecasting, anomaly detection, and econometric modeling.