M.S. Research, 2022 - 2024
Industrial Engineering and Operations Research, IIT Bombay
Website: https://tarunbisht.com/
Email: tarunbisht@iitb.ac.in, tarunresearches@gmail.com
Github: https://www.github.com/tarun-bisht
LinkedIn: https://linkedin.com/in/tarunbisht
Academic Background:
B.Sc. Computer Science, Physics, and Mathematics DSB Campus, Kumaun University Nainital, Uttarakhand, 2015-2018
M.Sc. Computer Science, DSB Campus, Kumaun University Nainital, Uttarakhand, 2018-2020 | Thesis- Application of object detection in home surveillance system | University Rank- 1 | Gold Medalist
Research Area: Deep Learning for Solving Combinatorial Optimization Problems working under the guidance of Prof. P Balamurugan
Seminar: Graph Neural Network for Solving Combinatorial Optimization Problems, under the guidance of Prof. P Balamurugan
Work Experience:
- Research Co-Coordinator in Open Source Research Project by The Sound of AI OSR, Worked on music generation using speech or text description | 2020-2022
Conference:
- Speaker at Samsung Open Source Conference (SOSCON 2023) held in Samsung R&D Institute Bangalore, India. Talk about generative AI and large language model training.
Publication:
- The Sound of AI Community | From Words to Sound: Neural Audio Synthesis of Guitar Sounds with Timbral Descriptors | AIMC 2022
Teaching Assistant:
- IE 643: Deep Learning: Theory and Practice | Autumn-2023
Courses:
- IE 507: Modeling and Computation Lab
- IE 605: Engineering Statistics
- IE 609: Mathematical Optimisation Techniques
- IE 621: Probability & Stochastic Processes I
- IE 684: IEOR Lab
- IE 716: Integer Programming: Theory and Computations
- IE 643: Deep Learning: Theory and Practice
- IE 506: Machine Learning: Principles and Techniques
- SC652: Statistical Learning and Sequential Decision
- IE 663: Advanced Topics in Deep Learning
- CS 747: Foundations of Intelligent and Learning Agents
- TA 101: Teaching Assistant Skill Enhancement & Training (TASET)
- IE899: Communication Skills
- IES801: Seminar