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Projects and Publications

ResumeGPT

ResumeGPT is an AI-powered tool designed for receuiters. It can engage in dynamic conversations, answering questions about me. It is built using the Langchain framework and the OpenAI API, and is hosted on Streamlit. My resume is stored in a vector database, and the tool uses a similarity search algorithm to find the most relevant information.

Determine SLA Violations using Machine Learning

Presented at the Interational Conference on Healthcare and Technical Research (ICHTR) 2023, this paper used a Random Forest algorithm to predict potential Service Level Agreement (SLA) violations based on user cloud configurations. The research was recognized with the Best Presenter Award at the conference.

Optimization Algorithms in Machine Learning

This is a paper on 'optimization algorithms in machine learning' that I worked on under the guidance of Prof. Sanjay Singh in my time as a research intern at MIT Manipal. The manuscript was accepted for oral presentation at the International Conference on Advanced Computational and Communication Paradigms (ICACCP 2023) and is published in the Springer LNNS series in addition to being SCOPUS-indexed.

Handtracker

This is a tool that tracks your hands while moving. The hand is mapped to 21 different points, which can each be used for further processing. Having made it using the mediapipe library in the Python programming language, I plan to train the mdoel to recognise 26 letters of the english alphabet.

Noiseadder

This is a graphical user interface (GUI) that I built to test out different models and to see what they would look like on a real image. This tool allows the user to upload images, select noise models, and save the modified images.

Portfolio Website

I made this website using skills pertaining to HTML, CSS and JS that I learnt during my internship at aiRender. The plan was to make a comprehensive information center for reference the people who view the college application for my masters.

Stone-Paper-Scissors

A very simple rock paper scissors game that I built as a mini-project using JS.