Abhishek Pratap Singh
PhD Scholar | Machine Intelligence 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. I am working under supervision of Prof. Balasubramanian Raman.
Research Interests
Deep Learning
NLP
Image Processing
Multimodal Analysis
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
- Fast Similarity Search in Large-Scale Iris Databases using High-Dimensional Hashing - International Conference on Big Data Analytics, 2023. [BDA 2023]
Experience
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.
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