Work experience

• Senior Data Scientist @ Fractal Analytics, London, United Kingdom, June 2018 - December 2022
  • Worked with the core research team, AI Innovation Center
  • Capabilities: Machine Vision, AI@Scale, Surveillance, Finance Analytics
• Summer Internship @ SAMSUNG Research and Developement, Bangalore, India, May 2017 - July 2017
• Summer Intern @ Tech Mahindra, Pune, India, May 2016 - July 2016

Academic Projects

• Evaluating Model Reasoning and Hallucinations in Medical LLMs
  • As part of Trustworthiness of Large Language Models course, CS6804, Spring 2024
  • The study investigates hallucinations in medical large language models (LLMs) by assessing their reasoning abilities using the newly developed Med-HALT benchmark.
• The Double-Edged Sword: Ethical Implications of AI in Healthcare Decision-Making
  • As part of Ethics & Professionalism in CS course, CS5024, Spring 2024
  • A comprehensive review of the ethical challenges associated with integrating AI into healthcare, emphasizing both its potential benefits and the inherent ethical dilemmas.
• Medical Image Segmentation using text enhanced Vision Transformers
  • As part of Learning Based Computer Vision course, CS5864, Fall 2023
  • Enhanced medical image segmentation by training vision transformers with text annotations
  • Improved performance with multimodal data fusion
• Text-to-Image (T2I) Synthesis using CLIP-guided GANs
  • As part of Advanced Machine Learning course, CS5824, Spring 2023
  • Implemented CLIP guided StyleGAN using PyTorch
  • The model is used for generating fashion images using textual descriptions
• VQA: Visual Question Answering
  • As part of Intro to AI course, CS5804, Spring 2023
  • Comparative study between the CNN+LSTM approach and Hierarchical Question-Image Co-Attention approach for Visual Query Response