Agrim Jain

Experience

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  Warsaw University of Technology

  Sept 2022 - Mar 2023

  Research Intern

  Supervisors: Prof. Rosoł Maciej and Prof. Młyńczak Marcel● Explored causal relationships in cardio-respiratory signals, aiming to quantify the causality between them to derive a novel parameter/biomarker, providing valuable insights into patients' health/athleticism.● Conducted causality analysis employing Symbolic Transfer Entropy (STE) in conjunction with statistical and ML analysis of Heart Rate Variability (HRV) and STE parameters.

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  Indian Institute of Science (IISc)

  May 2023 - Jul 2023

  Research Intern

  Supervisor: Prof. Rajiv Soundararajan (Visual Information Processing(VIP) Lab)● Leveraging Large Language Models (LLMs) for cutting-edge research in Computer Vision● Enhancing and customizing models like CLIP, LIQE, and others for Quality Assessment● Assessed Image and Video Quality including effects of distortions on quality to beat state-of-the-art techniques

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  MakeMyTrip

  May 2024 - Nov 2024

  Data Science Intern

  ● Gaining practical knowledge in Ranking Charters, LLMs, Embedding Models, and their applications in real-world projects.● Implemented algorithms involving the usage of Learning to rank algorithms, to enhance the ranking and predictive capabilitiesof recommendation models, leading to a more personalized user experience.● Leveraging Embedding Models and LLMs to develop search bot that minimizes response time and improves search efficiency.● Automating data collection jobs using DAGs and storing it for subsequent analysis in the database alongside caching them. Show less

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  Career Development Cell, IIT Dharwad

  May 2024 - now

  Student Head
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  Student Mentorship Program, IIT Dharwad

  Jul 2024 - now

  Student Mentor Coordinator (Head)