Tanmay Khule
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Tanmay Khule Email & Phone Number

Cyber Security and AI researcher at Siemens
Location: Toronto, Ontario, Canada 8 work roles 2 schools
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Current company
Role
Cyber Security and AI researcher
Location
Toronto, Ontario, Canada
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Tanmay Khule is listed as Cyber Security and AI researcher at Siemens, a company with 242842 employees, based in Toronto, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Tanmay Khule.

Tanmay Khule previously worked as NLP Researcher at Avl and Graduate Research Assistant at Western University. Tanmay Khule holds Master Of Science - Ms, Computer Science, 3.9/4.0 from Western University.

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Siemens

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Profile bio

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.

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Siemens
Siemens
Cyber Security and AI researcher
Toronto, ON, CA
Website
Employees
242842
AeroLeads page
8 roles

Tanmay Khule work experience

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Cyber Security And Ai Researcher

Toronto, ON, CA

Nlp Researcher

Current
Avl

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
Oct 2023 - Present

Graduate Research Assistant

Current

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
Sep 2023 - Present

Graduate Teaching Assistant

London, Ontario, Canada

CS 2212B - Introduction to Software Engineering

Jan 2024 - May 2024

Graduate Teaching Assistant

London, Ontario, Canada

CS 2241 Discrete Structure for Computing

Aug 2023 - Dec 2023

Research Assistant

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
Nov 2023 - Jun 2024

Research Intern

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
Jul 2022 - Oct 2022

Collaborator

India

Dec 2020 - Feb 2021
Team & coworkers

Colleagues at Siemens

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2 education records

Tanmay Khule education

Master Of Science - Ms, Computer Science, 3.9/4.0

Conducting thesis research under the supervision of Prof. Apurva Narayan, focusing on integrating advanced NLP techniques in software.

FAQ

Frequently asked questions about Tanmay Khule

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What company does Tanmay Khule work for?

Tanmay Khule works for Siemens.

What is Tanmay Khule's role at Siemens?

Tanmay Khule is listed as Cyber Security and AI researcher at Siemens.

Where is Tanmay Khule based?

Tanmay Khule is based in Toronto, Ontario, Canada while working with Siemens.

What companies has Tanmay Khule worked for?

Tanmay Khule has worked for Siemens, Avl, Western University, University Of Waterloo, and X-Culture.

Who are Tanmay Khule's colleagues at Siemens?

Tanmay Khule's colleagues at Siemens include Wolfgang Ernst, René Neumann, Paul Brett, Andy Fyall, and Mahmoud Said.

How can I contact Tanmay Khule?

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What schools did Tanmay Khule attend?

Tanmay Khule holds Master Of Science - Ms, Computer Science, 3.9/4.0 from Western University.

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