Oct 2021 – Feb 2022 · 4 mos · India

Sep 2021 – Sep 2022 · 1 yr · Boston, Massachusetts, United States

• Working on Project FASCIA under the guidance of Guillermo Bernal and Dr. Pattie Maes on creating a sleep mask for gathering Brain signal data and predicting and analyzing sleep stages for researchers without setups
• Optimizing machine learning models by increasing accuracy and reducing latency to predict sleep stages from multiple brain signal channels.
• Developing pipelines for processing and transmitting signals from FASCIA to the client for visualisation and analytics.
• Link: https://www.media.mit.edu/projects/fascia/

May 2021 – Jul 2021 · 2 mos · Hyderabad, Telangana, India

• Developed a web application to analyze the impact of keyword frequency during quarterly earning calls on asset prices
• Used Elasticsearch to index data and implement autocomplete functionality
• Used Named Entity Recognition (NER) and NLP techniques to clean data and extract keywords from call transcripts

Jan 2021 – May 2021 · 4 mos · Bengaluru, Karnataka, India

• Built models for credit risk analysis based on pricing policies to enable the underwriting of pre-approved credit lines
• Built systems for monitoring accuracy of the credit risk model with changing population metrics
• Analyzed multiple sources of financial information for feature extraction and credit risk modeling

Dec 2020 – May 2021 · 5 mos · Delhi, India

Aug 2020 – Dec 2020 · 4 mos · Pune, Maharashtra, India

• Created NLP (Natural Language Processing) based document-processing pipeline to extract and process entities from pharmacovigilance texts
• Augmented PubMed Dataset to create a more robust corpus for model training/testing
• Built custom NER (Named Entity Recognition) model to identify symptoms, drugs, and dosage frequency
• Trained BERT models to 86% accuracy in identifying adverse drug reactions (ADR)

May 2020 – Jun 2020 · 1 mo · Hyderabad, Telangana

• Worked with the Telangana Government to automate suburban water management systems using machine learning
• Analyzed data on Microsoft Power BI for waterflow system optimization
• Migrated and restructured MySQL database to NoSQL to reduce latency and accelerate model training

Jan 2020 – May 2021 · 1 yr 4 mos · BITS Pilani , Goa

• Conduct Lecture series on competitive programming along with writing problems and conducting contests of the same

Jan 2020 – May 2020 · 4 mos · South Goa, Goa

• Assisted Dr. Bharat Deshpande in "Introduction to Programming" by conducting recitation-style classes to 800+ students
• Designed lab assignments for weekly sessions in C and Bash