x Raj Krishnan V

Welcome!

Machine Learning Researcher with a passion for Large Language Models (LLMs). Leveraging 5 years of software development experience, I've spent the past 2 years specializing in developing, fine-tuning, and deploying LLMs for impactful applications, particularly in healthcare.

Projects

Clinical Panda

Clinical Panda

This project developed a large language model (LLM) to generate explanations for diagnoses based on patient interactions and aimed to improve model robustness with real-world data.

PII Guard

This project focused on enhancing data privacy with advanced masking techniques for LLMs and involved curating a specialized dataset for model optimization.

Multimodal LLM

This project built a multi-modal LLM specifically for the medical field by combining different data types and employed distributed training for efficiency.

Neuro-inspired sparse CNN

This project created a novel method to explain visual outputs of convolutional neural networks and validated its effectiveness compared to existing techniques.

Background

  • Education

    University of Toronto, Toronto, Canada (2022-2023)
    National Institue of Technology, Tiruchirappalli, India (2015 - 2019)

  • Work

    Vector Institute - Machine Learning Associate (May, 2024 - now)
    Scribble Data - Machine Learning Intern (September, 2022 - now)
    G2 - Backend Engineer (June, 2019 - Nov, 2021)

Publications

Contact

You can get in touch with me through either social media or the below details.