Sept 2023 - April 2024

Scientist Intern - Pandora/SiriusXM

Built podcast/spoken content search app by conducting comprehensive research and applying SOTA NLP models, hybrid search to boost the relevancy and accuracy of search results. Finetuned models based on different loss functions, improved recall by 4% Orchestrated the integration of Large Language Model-based techniques for query enhancement,fortifying the PoC’s capacity for specialised information retrieval. Built display ad creative tool to generate innovative ad banners based on the advertisers needs. Fine tuned stable diffusion to cater to the display ad generation in shorter period of time Built text-to-video, image-to-image to generate ads. Won a hackathon by building content moderation tool.

May 2023 - August 2023

Data Scientist Intern - GE Vernova

Aggregated and engineered query and ingestion data and performed EDA. Customer Profiling-Built time series models to forecast trends by days, months, and by customer. Aggregated billing data of customers using time series data from AWS and developed an anomaly detection dashboard in splunk to identify anomalies in resource usage. This helped in building more customized plans for customers Developed scripts to automate data collection from AWS and transfer it to Splunk for analysis Created a job to track EKS AWS migration process. Reduced the effort of analysis by 75%

May 2019 - August 2021

Software Engineer - Yukthi Systems

Developed a prototype to classify real time MIME emails as spam/ham using Support vector Machine (SVM) and Naive bayes classifier algorithms. Used many NLP techniques to build spam filters. Implemented a warning plugin to add a warning text to emails coming from external domain on a fuglu framework. Built multiple email filtering plugins to handle spams, attachments, quarantines and sender. Developed a workflow to quarantine suspicious emails that sends quarantine notifications to the end user’s email inbox along with the release link for those quarantine emails. Made all the plugins customizable that helped to build different billing plans and imporved overall business strategy

Feb 2016 - March 2017

Data Engineer - Cerner Corporation

Designed and developed KPIs(Key Performance Indicators) and metrics for healthcare revenue cycle domain. Implemented ETL to categorize patients with adjustments in their bills for the revenue cycle.

August 2014 - January 2016

Software Engineer - Accenture

Developed test suites for multiple interfaces using SOAP UI and migrated these interfaces from SOA 11g to SOA 12g.