I enjoy making things. Here are a selection of projects that I have worked on over the years.
Integrated verbalizers with LLMs and compared multiple PEFT techniques for efficient alignment of LLMs for text classification tasks.
Devised a two-stage VLM-based pipeline by utilizing knowledge of LMs to first sample multiple candidate answers and then using CLIP to select the most likely choice.
Predicted FIFA World Cup groups and matches using 10 different machine learning algorithms including ensemble methods.
Designed a CNN-based neural network to detect drowsiness in drivers frame-by-frame using RGB videos.
Utilized Simulink and MATLAB to design a RBFN controller for non-linear plants modelled using a U-model.