About me

I am currently pursuing my Master's degree in Computer Science (Data Science Concentration) at University of Massachusetts Amherst.
I completed my Bachelor's degree from Indian Institute of Technology Madras
During my most recent internship at Aspen Technology, I was part of an Machine Learning innovation project where I implemented Unsupervised ML algorithms on various real-life Chemical process datasets.
I have prior experience with developing productionized Web Applications with Machine Learning at JPMorgan Chase & Co.

Experience

Work Experience

Enhanced the functionality of Aspen ProMV^TM - a Multi-Variate analysis tool used by chemical plants.
Researched and implemented various Clustering algorithms and performed deep-dive analysis on historical time-series data.
Constructed a Failure-agent for Batch processes at Chemical plants.

Visualized progress of employees using a React.js based web application in collaboration with a team of 25 people.
Forecasted bank balances using a Supervised Machine Learning model with 99.73% prediction accuracy, earning award as a part of JP Morgan Chase’s Global Hackathon.
Productionized both the projects during the internship

Developed and integrated REST APIs with the mobile application which fueled an additional major revenue stream through the Service Click-and-book functionality.
Succeeded in developing Full Stack Web Applications to book at-home services by integrating REST APIs and Google Maps APIs.

Incorporated Sentiment Analysis on Scraped Relevant Articles and Swap Funding Rate.

Generated a profit of ∼1200% during backtesting.

Developed and integrated REST APIs for an at-home services provider mobile application.

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