Projects

Highlights

Parallel Tridiagonal Solvers for Neural Networks (Jun-Aug 2025)

First reproducibility study of DeepPCR with cross-platform extensions and custom Triton kernels to validate performance claims and establish computational boundaries

AMD AI Sprint Hackathon (Jul 2025)

Optimising Mixtral-8x7B inference performance on AMD MI300x with vLLM v1

ViT for ERA5 Weather Classification (Jan-Mar 2025)

Vision Transformer (ViT) implementation with PyTorch Distributed for weather classification across multiple NVIDIA V100s, achieving up to 28x speedup

Distributed Brain Simulation (Feb-Mar 2025)

C++ brain simulation using event-based coordination with MPI, featuring a custom type-safe coordination framework with handler-based dispatching and batch processing

micro:bit Raycaster (Dec 2023)

Textured raycaster on the NRF52833 SoC supporting collision detection and sprites

Other Cool Projects

SAC Agent Implementation (Mar 2025)

Soft Actor-Critic (SAC) agent for continuous control in highway driving scenarios using the HighwayEnv environment

Deep Learning for Predicting CT Slice Locations (Oct-Nov 2024)

From-scratch implementation of Gaussian Processes and Deep Neural Networks for predicting relative CT slice positions on the axial axis

Inland Empire (Aug 2024 - Nov 2024)

Movie recommendation system based on scraped Letterboxd user data

FDASurfaces.jl (Aug 2023 - Jul 2024)

Core contributor of a CUDA-powered Julia package, used for functional data analysis on smooth manifolds

SDN Controller (Feb-Mar 2024)

Software-defined networking (SDN) controller using Ryu and OpenFlow with firewalling and pre-installed flow mods

Path Planning for Autonomous Robots (Nov-Dec 2023)

Genetic algorithm-based path planning optimisation with simulated annealing

Mojo Compiler (Feb-Jun 2023)

Fully functioning compiler for an object-oriented language; written in Java

Nine-Point Stencil Solver (Mar-May 2023)

Parallelised 2D advection solver using MPI, OpenMP and CUDA; written in C

Convolutional Neural Networks for Domain Adaptation (Apr 2023)

Fine-tuned ResNet-18 for domain adaptation on the DomainNet dataset in Pytorch