Projects

Developed and refined Global Dispute and Escalation Prediction AI model with 75%+ F1 score, resulting in improved efficiency for Finance Collectors in resolving payment delays, to deploy on AR Cloud and Engage AR.Leveraged Watsonx.AI Large language models to extract Contract Accounts Receivable terms in hackathon estimated 10M+ impact.

The PDF AI Bot is a Streamlit app that integrates Large Language Models, Langchain, and Weaviate vectorstore to interactively answer questions from uploaded PDFs using natural language processing and vector search technology.

Evaluation of SOTA Graph Embedding methods and applying for Small world networks - DeepWalk, SDNE, VERSE, node2vec etc..

Simplified, interactive visualization of the market stocks, tracking real-time data, easy-to-navigate ticker tracker where one can Stalk one's Stocks.

Columbia Data Science Dev Hackathon 2023: Led in a team of 4, analyzed contributions to the disparities in serious adverse outcomes of the various drug treatments approved by FDA ( Federal Drug and Food Administration). Specifically, we were curious about certain drugs, the impacts of sex, patient weight, patient onset age, and the drug's route of administration, Learnt about API limits, faced issues in data collection, and scalability, and understood the up-sides of building something that can impact lives.

A webapp which detects user's conversations and answers business metrics based on realtime input & data research.

Streamlit based webapp leveraging the OpenAI API and customizing it, a self serve Realtime QA/Content Generator/Summarizer/Translator app named TL;DR for my use.

One stop tool for Supply chain teams and Go-To-Market unified analytics developed by collaborating with 10+ team members

State of the art Time Series Forecasting for Unit Demand Prediction

Real-time Competitive benchmarking and enabling pricing strategies driven by a robust Machine Learning Process

Visualize Mumbai locations (hexclusters) on Kepler.gl, analyze the apartments by price range, find places in the airport vicinity / sea-facing areas using high-performance web-based application.

Primitive Chess engine bot-interface created using flask - chessboard.js, chess.js & Python backend

An apparel ordering system using in-app O-Auth used to search, customize and purchase clothing using online/COD gateway

Machine Learning solution to classify Software Licenses, given Software Support Descriptions automatically as part of NPI (New Product Intro) process saving 95% time. Experimented with 220+ finetuned Model experiments using LSTM & Neural network based optimized architectures.

Go-To Travel planning app that lets you share your travel stories and view other stories to plan your trips accordingly, has helpful features like time/currency converter, restaurant and hotel finder, cab booking etc.

Predicting Depression using Deep learning and ensemble algorithms on raw twitter data.

Chess Opening based Trivia Game, Google Action developed to challenge the chess enthusiasts skills and test their know-how of the chess openings via a fun based quiz trivia.

Global Terror Indexing