I work in the field of Machine learning for Drug discovery
Publications
Latent Biases in Machine learning Methods for binding Affinity prediction using popular datasets.
Accepted
Software Development Intern
The Rainwater Project
Built an interactive, responsive MERN (MongoDB, EspressJS, React, Node.js ) stack based web app with a team, that recommends actionable tasks to Recharge, Reuse and Reduce water usage towards a water positive community. The web app records the water consumption at single/family/community levels and provides a detailed analysis and recommends actions for a healthy water utility.
Research Undergraduate
CCNSB@IIIT-H / Devalab
Working under Prof. U Deva Priyakumar, IIIT-Hyderabad, in the field of machine learning for Drug Discovery. Worked on identifying latent biases induced in the bench-marked machine learning methods in binding Affinity prediction on Protein ligand data-sets. In this work we bench-marked several SOTA (State-Of-The-Art) machine learning methods on the CCV (clustered cross validation splits) we created and highlighted biases present and proposed a means to control such biases.
Teaching Assistant
iHub-Data / ml4chem
Worked as a Teaching assistant for the course ML4Chem (Machine learning for chemistry) offered by iHub-Data in collaboration with IIIT-Hyderabad, with an emphasis on machine learning for drug discovery.Personal Projects
The Finance App
Built a Finance app using Flask framework as a part of course project with a few other team mates. The webapp uses the concepts of decentralized technology and integrates a simple block-chain technology with out own cryptocurrency along with set of algorithms devised to reduce the number of transactions between the peers.
LinkedIn Rip off
Created a user friendly, scaleable and production ready web application built on the MERN stack for a job search portal meant to be used by applicants and employers to discover jobs and simplify the overall process of recruitment.
Shell Program
Built a fully functional user-defined interactive shell written in C using the Linux system calls. The Shell handles all basic functionalities such as creating processes, basic shell commands, handles background and foreground processes and many more special utility functions along with signal handling.
Intra Day Trador
Built an LSTM Model which learns the trends in stock prices for intra-day trading.
BlockBreakerVII
A Game completely built upon OOPs principles and print statements inspired from the popular game Atari BreakOut.
SpaceOdyssey
A simple obstacle dodging game in space theme built in python using PyGame library.