- Developed a chart generation tool, leveraging code LLM (CodeLlama) through NVIDIA Inference Microservice (NIM), capable of creating dynamic and interactive charts from data retrieved from Metropolis API endpoints. Built using NextJS, Flask and LangChain. - Developed application for an internal VIA agents hackathon using multimodal AI (VLM, LLM with RAG) to summarize security footage, allowing users to query for specific events and find relevant video clips for various use case configurations - home security, baby/pet monitors, police missing person/fugitive searches.

- Investigating the use of machine reasoning to improve performance of lung nodule detection using a 3D U-Net Deep Neural Network- Contributed to open-source SimpleMind (SM) framework (supports deep neural networks with machine reasoning and automatic parameter tuning)- Presenting 1st author of abstract for AAPM 2023 Conference- Contributing author for SPIE 2023 Medical Imaging conference paper submission

Future Lawyers is a non-profit, student-run organization that hosts an annual, one-day conference in Toronto to educate and inspire youth about the journey of a law career. Hosted conferences and workshops annually, managed teams from international chapters.

A student-led humanitarian focused organization whose focus is to raise money and awareness for childhood illnesses, in partnership with SickKids Foundation in Toronto, KK Hospital in Singapore.