M.Tech (T.A.), 2023-2025
Department of Industrial Engineering of Operations Research, IIT Bombay
Mobile: +91 9971088936
Email: pathakmonukumar@gmail.com, pathakmonu236@gmail.com
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Resume : Operations Research, Machine Learning
Seminar: Development of GPT for Automatic Commonsense Knowledge Graph Construction | Prof. N. Hemachandra
M.Tech Thesis Project: Development of AI Framework for Simulation Output Data Analysis
| Prof. Jayendran Venkateswaran
Work Experience:
Cognitio Analytics LLC | Data Science Intern
- Reviewed over 10 research papers on Generative AI for medical applications, preprocessed a large medical database, and developed a model to predict users' health risk based on their previous health history using LSTM and Transformers architecture.
Recent Projects:
- Simulation and Optimization of a manufacturing plant | IISE Rockwell Simulation Competition | Prof. Jayendran Venkateswaran
- Development and Deployment of Differentially Private Recommendation System | Prof. P Balamurugan.
- Optimization of Flight Delays using a Heuristic approach | Prof. Narayan Rangaraj
- Modeling, Risk Assessment, and Product Design for Different Types of Insurance | Prof. Narayan Rangaraj
Academic Background:
- M.Tech IEOR, IIT Bombay (2023 -25)
- B.Tech, UPTTI, Kanpur (2019-23)
Awards:
- Silver Medal in PGGC Volleyball 2024
- Bronze Medal in PGGC Volleyball 2023
- Bronze medal in Tug of War Hostel GC 2023
Teaching Assistantship:
- Modelling and Simulation Lab (Autumn 2024 - 25)
- Simulation, Modelling and Analysis (Spring 2024 - 25)
Position of Responsibility:
- Convener, E CELL IIT Bombay 2023
- Department Cultural Secretary 2023
- Hostel Technical Secretary, Hostel-18, IIT Bombay, 2023-24
Courses Completed: