CV

Education

• Ph.D. in Computer Science and Engineering, Indian Institute of Technology Indore, (Aug. 2022 - present)
• M.Tech. in Computer Science and Engineering, National Institute of Technology Jamshedpur, (Aug. 2020 - Jul. 2022)
• B.Tech in Information Technology, Gauhati University Institute of Science and Technology, Guwahati, (Aug. 2015 - Jul. 2019)

Projects

• Heart rate estimation from facial video of masked subjects using rPPG, (Jan. 2023 - Aug. 2023)
  • Extensively explored the robustness of rPPG techniques for remote HR estimation near to real-time.
  • Investigated the utilization of mask region for physiological parameter estimation.
• Deepfake detection using TCN and rPPG information, (Aug. 2022 - Dec. 2022)
  • Explored the utilization of rPPG information for deepfake detection.
  • Developed a model for stable clip selection from an input video in order to reduce the noise effect on rPPG signals.
• Lung Nodule Classification System, (Oct. 2021 - Jun. 2022)
  • Proposed a hybrid algorithm by consolidating the concept of deep learning with hand-crafted features.
  • The algorithm was able to perform better than existing lung cancer classification models with a testing accuracy of 98.70%.
• Leaf Disease Classification, (Jul. 2021 - Oct. 2021)
  • Devised a computer-aided leaf disease classification system using the Logistic Regression and Transfer Learning.
• Vehicle Tracking and Crowdedness Detection Inside the Vehicle, (Jan. 2019 - Jul. 2019)
  • Deploy a system to track university buses and check the crowdedness inside the bus through an android application in real-time.
  • Framework: Computer Vision and Machine Learning.
• Smart Face Recognizing Locking System, (Sep. 2018)
  • Developed an intelligent face-recognizing locking system at Utkranti 1.0, organized at Gauhati University Institute of Science and Technology, Guwahati.
  • Framework: Opencv and Arduino.
• ChatBot on NorthEast tourism, (Apr. 2018)
  • Developed a chatbot on NorthEast tourism at HackOverflow, the Data Sscience Hackathon organized at the Indian Institute of Technology Guwahati.
  • http://t.me/sangrakt_bot

Publications

An automatic lung nodule classification system based on hybrid transfer learning approach

Classification of lung nodules based on transfer learning with K-Nearest Neighbor (KNN)

Computer-Aided Leaf Disease Classification Based on Logistic Regression and Transfer Learning Approach

Introduction to various optimization techniquess

Work experience

• Guest Faculty under Prime Minister Research Fellowship (PMRF) scheme at Shri Govindram Seksaria Institute of Technology and Science, Indore.
  • Deep Learning and Reinforcement Learning (Mar. 2023 - Jul. 2023)
  • Deep Learning (Aug. 2023 - Oct. 2023)
• Research Intern at Indian Institute of Information Technology, Design and Manufacturing, Jabalpur. (Aug. 2021 - Dec. 2021)
  • Developed a Computer-aided System for lung cancer classification using lung cancer-patient computed tomography (CT) scan images.
• Web Development Intern at Indian Oil Corporation Limited Guwahati. (Dec. 2017 - Jan. 2018)
  • Worked on several small web-based applications using Visual Basic .NET and oracle database.
  • After completion of the internship, submitted an industrial training Report on ``Website in ASP.NET”.
• Summer Training Program in Python, Mantra Associates, Guwahati. (Dec. 2016 - Jan. 2017)
  • Underwent four weeks of training in python programming.
  • Worked on small projects like a web scraper, a Tic Tac Toe game, etc.