About Me
I am a passionate research scholar, computer programmer, educator and structural engineer. I love solving real life problems using soft-computing tools. I am currently working in the field of Data Science and Artificial Intelligence while emphasizing on Smart City, 5G, IoT, Reinforcement Learning and Operations Research.
Areas of Interest
- Deep Learning
- Computer Vision
- Reinforcement Learning
- Machine Learning
- Artificial Intelligence
- Resource Allocation
- Numerical Optimization
- Operations Research
- Internet of Things
- Smart City
- Agent Based Systems
- Big Data Analytics
- Decision Making under Uncertainty
- Reliability Based Design
- Engineering Design Optimization
- Scientific Computing
- Software Development
- Serverless Cloud Computing
- Deep Learning
- Computer Vision
- Reinforcement Learning
- Machine Learning
- Artificial Intelligence
- Resource Allocation
- Numerical Optimization
- Operations Research
- Internet of Things
- Smart City
- Agent Based Systems
- Big Data Analytics
- Decision Making under Uncertainty
- Reliability Based Design
- Engineering Design Optimization
- Scientific Computing
- Software Development
- Serverless Cloud Computing
Transferable Skills
- Teamwork
- Problem Solving
- Lifelong Learning
- Presentation Skills
- Analytical Reasoning
- Attention to Detail
- Communication
- Independent Research
- Engineering Aptitude
- Teaching Skills
- Teamwork
- Problem Solving
- Lifelong Learning
- Presentation Skills
- Analytical Reasoning
- Attention to Detail
- Communication
- Independent Research
- Engineering Aptitude
- Teaching Skills
Technical Skills
Programming Languages
Scientific Computing
Engineering
AI / ML / Big Data
Cloud Computing
Internet of Things
Recent Works
Term Project
IoT based weather monitoring and early warning system.
Highlights: Wireless, Disaster Management, Internet of Things, Cloud Computing, Bi-directional communication.
Hardware: ESP32, ATMega328p, Seeduino Lotus, M5Stack Core2.
Software: Arduino IDE, Google App Script, Firebase, HTML/CSS/JS.
Term Project
Faster convergence to optima – Sustainable deep learning.
Highlights: Stochastic Methods, Gradient based optimization, ADAM, DiffGrad, Heuristic based optimization, Mini batch SGD, Higher order optimization methods.
Software: PyTorch.
Publications
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
Thesis Supervised
Thesis: Reliability based optimization of a RCC T-beam bridge
Student: Akanksha Rai, P.G. Student, BIT Mesra, 2020
Highlights: Reliability Analysis, Subset Simulation, Artificial Neural Network, Surrogate Modelling, Multi-objective Genetic Algorithm
Software used: Python, MATLAB, ANSYS Workbench
Thesis: Multi-objective optimization of a diagrid structure
Student: Mayur Patel, P.G. Student, BIT Mesra, 2020
Highlights: Diagrid Structures, Multi-objective Genetic Algorithm
Software used: STAAD Pro, MATLAB
Thesis: Fatigue based cost optimization of an RCC T-beam bridge
Student: Rejren Beck, P.G. Student, BIT Mesra, 2020
Highlights: Fatigue Life Analysis, Surrogate Modelling, Artificial Neural Network, Multi-objective Optimization
Software used: MATLAB, ANSYS Workbench
Thesis: Topology optimization of long span welded steel truss considering critical load condition
Students: Apurva Sinha and Prajjwal Verma, U.G. Students, BIT Mesra, 2020
Highlights: Lattice Portal Steel Frame, Topology Optimization.
Software used: STAAD Pro, ANSYS Workbench
Thesis: Reliability analysis of multi-storey RCC building using subset simulation and ANN
Student: Mayank Gupta, P.G. Student, BIT Mesra, 2019
Highlights: Reliability Analysis, FORM, SORM, Monte Carlo Simulation, Subset Simulation, Surrogate Modelling, Artificial Neural Network.
Software used: STAAD Pro, Python
Thesis: Effect of alccofine on durablity of high volume fly ash concrete made using PPC
Student: Dipanshu Snehi, P.G. Student, BIT Mesra, 2019
Highlights: Sustainable Construction Materials, Alccofine, HVFA Concrete, XRD, SEM, Thermal Shock, Water Penetration, Compressive Strength, Chemical Attack
Software used: MS Excel
Courses Taught
CE505 Numerical Analysis Laboratory:
MO19, MO20, MO21,
BIT Mesra
CE510 Computer Aided Design Laboratory:
SP18, SP19, SP20,
BIT Mesra
CE541 Analytical and Numerical Methods:
Monsoon 2018,
BIT Mesra
CE506 Finite Element Method:
SP19, SP20, SP21,
BIT Mesra
CE542 Bridge
Engineering:
SP19,
BIT Mesra
CE551 Structural Optimization:
SP20, MO21,
BIT Mesra
CE327 Matrix Analysis of Structures:
MO21,
BIT Mesra
CE502 Advanced Structural Analysis:
MO18, MO19, MO20, SP21,
BIT Mesra
CE511 Advanced Concrete Technology:
MO21,
BIT Mesra
CE202 Structural
Analysis I:
SP18, MO20,
BIT Mesra
CE207 Structural
Analysis II:
MO19,
BIT Mesra
CE3001 Strength of Materials:
MO18,
BIT Mesra
My Background
Experience
Visiting Assistant Professor,
Department of Civil and Environmental Engineering,
Birla Institute of Technology, Mesra, Ranchi
2018/01-2021/09,
Assistant Professor,
Department of Civil and Environmental Engineering,
Birla Institute of Technology, 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
Academic Referees / Advisors
Dr. Arghyadip Roy:
PhD Supervisor, Mentor
IIT Guwahati
Dr. Konda Reddy Mopuri:
Course Instructor DL4CV
IIT Guwahati
Dr. Lakhbir Singh Brar:
Research Collaborator,
BIT Mesra
Dr. Baidurya Bhattacharya:
M.Tech. Project Supervisor
IIT Kharagpur
Dr. Sudhir Kumar Barai:
M.Tech. Faculty Advisor,
IIT Kharagpur
Dr. Gangadhar Ramtekkar:
B.Tech. Project Supervisor,
NIT Raipur