Abhishek Pratap Singh
PhD Scholar | Machine Vision Lab, IIT Roorkee
About Me
I am a Ph.D. student in the Department of Computer Science and Engineering at Indian Institute of Technology, Roorkee, working under the supervision of Prof. Balasubramanian Raman. My research focuses on developing interpretable multimodal learning systems for affective computing applications. I am passionate about building AI systems that can understand and interpret human emotions across multiple modalities.
News & Updates
Reviewer, CIKM 2025 Workshops
Completed PhD ML Internship at Western Digital
Started PhD ML Internship at Western Digital, Gurugram
Joined IIT Roorkee as a PhD Scholar
Completed SDE Internship at Samsung Data Systems
Research Interests
MultiModal Machine Learning
Interpretable AI
Affective Computing
Technical Skills
Languages
Python
ML Frameworks
PyTorch, TensorFlow, Hugging Face, Scikit-learn
Data & Visualization
Pandas, NumPy, Matplotlib, Seaborn
Education
PhD
Computer Science and Engineering
IIT Roorkee | Dec 2023 - Present
Integrated Post Graduate
B.Tech + M.Tech in Information Technology
IIIT Gwalior | 2018 - 2023
Publications
Experience
PhD ML Intern - Western Digital
Gurugram, India | Mar 2024 - August 2024
Developed end-to-end deep learning systems for Process Optimization.
SDE Intern - Samsung Data Systems
Gurugram, India | Mar 2023 - June 2023
Developed end-to-end pipeline for multimodal emotion recognition in large-scale systems.
Machine Learning Intern - Corteva Agriscience
Hyderabad, India | Feb 2022 - July 2022
Researched and implemented deep learning methods to optimize object detection in crop fields.
Machine Learning Intern - DwarfAI
Gurugram, India | Oct 2021 - Jan 2022
Implemented optimized pipeline for speech and face verification.
Fun Projects
Fast Similarity Search in Large-Scale Iris Databases
Developed an end-to-end iris recognition system using advanced data indexing methods.
GitHubDocument Summarization App
An application for summarizing PDF documents using Python and Hugging Face.
Application