Tanmay Khule

Tanmay Khule Email and Phone Number

Cyber Security and AI researcher @ Siemens
Toronto, ON, CA
Tanmay Khule's Location
Toronto, Ontario, Canada, Canada
About Tanmay Khule

As a passionate Computer Science professional, I blend a strong academic foundation with hands-on experience in cutting-edge NLP, Machine Learning, and Autonomous Systems. My expertise spans large language models, computer vision, reinforcement learning, and pioneering AI applications, driving me to solve complex problems and push technological boundaries.Currently pursuing a Master's in Computer Science at Western University, I'm focused on integrating advanced NLP techniques in software testing, aiming to bridge the gap between academic research and industry innovation. My work encompasses:• Developing RAG-based test case generation systems at AVL• Engineering autonomous driving agents and adversarial defenses at University of Waterloo• Creating state-of-the-art emotion recognition models• Implementing medical image segmentation techniques at SiemensI thrive in collaborative environments, leveraging my theoretical knowledge and practical skills to drive forward-thinking projects. My goal is to contribute to groundbreaking AI solutions that shape the future of technology.Seeking opportunities in Generative AI development, NLP engineering, and ML research roles where I can apply my expertise to create innovative, impactful solutions.

Tanmay Khule's Current Company Details
Siemens

Siemens

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Cyber Security and AI researcher
Toronto, ON, CA
Website:
siemens.com
Employees:
242842
Tanmay Khule Work Experience Details
  • Siemens
    Cyber Security And Ai Researcher
    Siemens
    Toronto, On, Ca
  • Avl
    Nlp Researcher
    Avl Oct 2023 - Present
    Kitchener, Ontario, Canada
    NLP Researcher, AVL• Spearheaded development of Test-Gen LLM, an innovative automatic test-case generator for ThreatGET• Engineered a self-corrective, fully localized Retrieval-Augmented Generation (RAG) system using LLaMA 3.1• Implemented advanced NLP techniques for proactive vulnerability assessment and threat analysis in automotive software• Integrated web scraping capabilities to enhance real-time threat intelligence gathering
  • Western University
    Graduate Research Assistant
    Western University Sep 2023 - Present
    London, Ontario, Canada
    Graduate Research Assistant (NLP), University of Western Ontario: IDSL Lab• Conduct advanced research in Natural Language Processing, focusing on emotion recognition and speaker modeling• Develop state-of-the-art models using deep learning techniques, including transformers and auto-encoders• Implement and optimize novel approaches for tasks such as Emotion Recognition in Conversations (ERC) and miRNA interaction prediction• Collaborate on interdisciplinary projects, applying NLP techniques to diverse fields like bioinformatics
  • Western University
    Graduate Teaching Assistant
    Western University Jan 2024 - May 2024
    London, Ontario, Canada
    CS 2212B - Introduction to Software Engineering
  • Western University
    Graduate Teaching Assistant
    Western University Aug 2023 - Dec 2023
    London, Ontario, Canada
    CS 2241 Discrete Structure for Computing
  • University Of Waterloo
    Research Assistant
    University Of Waterloo Nov 2023 - Jun 2024
    Kitchener, Ontario, Canada
    Machine Learning Research Assistant, University of Waterloo• Developed adversarial attacks on autonomous vehicles using CARLA simulator • Demonstrated 50% reduction in vehicle safety due to simple adversarial perturbations
  • Siemens
    Research Intern
    Siemens Jul 2022 - Oct 2022
    Mumbai, Maharashtra, India
    • Implemented U-Net++ for medical image segmentation• Applied Knowledge Distillation to enhance model efficiency• Contributed to computer vision projects in healthcare and automotive domains
  • X-Culture
    Collaborator
    X-Culture Dec 2020 - Feb 2021
    India

Tanmay Khule Education Details

Frequently Asked Questions about Tanmay Khule

What company does Tanmay Khule work for?

Tanmay Khule works for Siemens

What is Tanmay Khule's role at the current company?

Tanmay Khule's current role is Cyber Security and AI researcher.

What schools did Tanmay Khule attend?

Tanmay Khule attended Western University, University Of Mumbai.

Who are Tanmay Khule's colleagues?

Tanmay Khule's colleagues are Nikhil Revankar, Muhammad Imran Akram, Juergen Hollatz, Mostafa El Naggar, Thomas Euting, Santhan Hvac, Mahesh Kondayyapalepu.

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