About Me
I am a Ph.D. scholar in the Mehta Family School of Data Science and Artificial Intelligence at IIT Guwahati. My research interests lie at the intersection of data science, artificial intelligence, and soft computing, with a primary objective of developing computational methods for addressing complex real-world problems.
My current research focuses on next-generation wireless technologies, edge computing, Internet of Things (IoT), reinforcement learning, and operations research. I am particularly interested in the application of machine learning, surrogate modelling, and optimization techniques to engineering and decision-making problems.
I have a multidisciplinary academic background in computer programming and structural engineering, which enables me to approach research problems from both theoretical and applied perspectives. My scholarly contributions include work in machine learning, reinforcement learning, reliability analysis, multi-objective optimization, and surrogate-based modelling, along with experience in supervising student research in related areas.
In addition to research, I possess proficiency in several programming languages, scientific computing environments, database management systems, cloud platforms, and IoT development tools. I also bring strong competencies in analytical reasoning, independent research, problem-solving, and academic writing, which support my ongoing work in data science and artificial intelligence.
I am a Ph.D. Candidate at IIT Guwahati with a research focus on Data Science and Artificial Intelligence. My work centers on developing intelligent and scalable computational frameworks that leverage Soft Computing, Machine Learning, and Optimization Techniques to address complex real-world challenges.
My research interests include Next-Generation Wireless Technologies, Edge Computing, Internet of Things (IoT), Reinforcement Learning, and Operations Research. I am committed to advancing AI-driven methodologies that bridge fundamental research with impactful applications in Intelligent Systems and Networked Environments.
Areas of Interest
Publications
V. Masih and A. Roy, “Robust Learning Algorithms for Task Scheduling in MEC-Enabled IoT Networks,” in IEEE Transactions on Green Communications and Networking.
https://doi.org/10.1109/TGCN.2025.3589467
Highlights: Multi-Access Edge Computing, Internet of Things, Robust Reinforcement Learning.
Sarangi, S.K., D.P. Mishra, H. Ramachandran, N. Anand, V. Masih, and L.S. Brar. “Analysis and Optimization of the Curved Trapezoidal Winglet Geometry in a High-Efficiency Compact Heat Exchanger.” International Journal of Thermal Sciences 164 (June 2021): 106872.
https://doi.org/10.1016/j.ijthermalsci.2021.106872.
Highlights: Multi-Objective-Optimization, CFD, Heat Transfer, Genetic Algorithm, Machine Learning, ANN, Surrogate Modelling
Sarangi, S.K., D.P. Mishra, H. Ramachandran, N. Anand, V. Masih, and L.S. Brar. “Analysis and Optimization of the Curved Trapezoidal Winglet Geometry in a Compact Heat Exchanger.” Applied Thermal Engineering 182 (January 2021): 116088.
https://doi.org/10.1016/j.applthermaleng.2020.116088.
Highlights: Multi-Objective-Optimization, CFD, Heat Transfer, Genetic Algorithm, Machine Learning, ANN, Surrogate Modelling
Technical Skills
Recent Works
- All
- AI
- DS
- RL
- NLP
- CV
- IoT
- Engineering
- Research
- Competition
- Thesis
Finnovation 2025 Hackathon
Predicting Potential NPA Account Holders and Tracking Them in the Digital Ecosystem for the Banking Industry.
INAI Data Analytics Competition
INAI Data Analytics Challenge on Road Safety. Extensive exploratory data analysis for extracting actionable insights.
Faster convergence to optima – Sustainable DL
Academic project to explore stochastic and higher-order optimization methods for training machine learning models.
Weather monitoring and early warning system
An academic project requiring hardware, software, as well as cloud computing for an early warning system.
My Background
Experience
VisitingAssistantProfessor,
Department of Civil and Environmental Engineering,
BirlaInstituteofTechnology, Mesra, Ranchi
2018/01-2021/09,
AssistantProfessor,
Department of Civil and Environmental Engineering,
BirlaInstituteofTechnology, Mesra, Ranchi
2013/06-2017/12,
Consulting Structural Engineer,
Self-employed, Licenced Structural Engineer by Raipur Municipal Corporation.
Education
Ph.D. Candidate,
Mehta Family School of Data Science and AI,
Indian Institute of Technology,
Guwahati
2010-2012,
M.Tech. in Structural Engineering,
Department of Civil Engineering,
Indian Institute of Technology,
Kharagpur
2006-2010,
B.Tech. in Civil Engineering,
Department of Civil Engineering,
National Institute of Technology, Raipur
Achievements
First Prize Dive in C Competition:
SRIJAN 2008, NIT Raipur
Academic Excellence Certificate:
SRIJAN 2008, NIT Raipur
99.89 percentile:
Techgig Code Gladiators 2017 Open Contest
99.36 percentile:
GATE 2010
Additional Responsibilities / Experience
- 2018-2022, Programme Assessment and Quality Improvement Committee (M.Tech. Structural Engineering), BIT Mesra
- 2018-2022, Laboratory Development Committee (Concrete and Road Materials), BIT Mesra
- 2018-2022, Laboratory Development Committee (Structural Engineering), BIT Mesra
- 2018-2022, Departmental website, data and information, BIT Mesra
