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

MultiModal Machine Learning

Multi Task Learning

Reasoning in AI

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

  • A.P. Singh, D. Sadhya, S.Rathore, "Fast Similarity Search in Large-Scale Iris Databases using High-Dimensional Hashing", [BDA 2023]

Experience

PhD Research 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.

Projects

Fast Similarity Search in Large-Scale Iris Databases

Developed an end-to-end iris recognition system using advanced data indexing methods.

GitHub

Document Summarization App

An application for summarizing PDF documents using Python and Hugging Face.

Application

Housing Price Predictor

Web application to predict housing prices using linear regression.

GitHub

Achievements

Qualified GATE 2022

IELTS Score: 7.5

Contact Me