Projects
SimpliEarn
Sep 2024 – Apr 2025
- Led the development of an interactive educational platform to analyze and interpret key insights from financial earnings calls for novice investors
- Oversaw the research and testing of time-series sentiment analysis and emotion classification features using multimodal and text data models (MISA, MuSE, RoBERTa, FinBERT, wav2vec, OpenSMILE)
- Provided feedback on development and prompt engineering for a RAG-based chatbot to clarify questions or complex jargon from earnings calls
Skills: Sentiment Analysis · Data Analytics · Retrieval-Aumented Generation (RAG) · Financial Technologies · Data Analysis
Flight Delay Detector
Aug 2024 – Apr 2025
- Collected and preprocessed nearly 120,000 rows of weather data corresponding to historical flight records via the OpenMeteo API, integrating it with a 6-million-row flight dataset to improve feature representation
- Trained and evaluated Random Forest, MLP, RNN, and XGBoost models in Jupyter Notebooks using TensorFlow, achieving 67% predictive accuracy
- Optimized deployment on Google Cloud Run, reducing model size by 83%, data usage by 90%, and training time by 80% while maintaining performance
Skills: Machine Learning · Jupyter · API · TensorFlow · Data Science · Google Cloud
SentinelCV
Sep 2024
- Developed a full-stack Flask/JavaScript web application with a Python backend for hospitals to reduce ulcer formation by notifying patients and nurses in case of inactivity
- Applied YOLO to detect patient positions, OpenCV to overlay positions on a live dashboard, and MediaPipe to track joint movements
- Placed 1st in the Magical Midway track for computer vision projects at HackGT 11
Skills: Machine Learning · MediaPipe · Python (Programming Language) · YOLO · OpenCV · Computer Vision
See++ Application
Sep 2024 – Apr 2025
- Developed a full-stack web application using Python, Flask, and JavaScript, enabling users to issue preset or custom voice queries alongside a live camera feed to interpret their surroundings
- Integrated the Gemini API to process queries and deliver real-time audio responses, creating an accessible tool for vision-impaired users
Skills: Flask · API · JavaScript · Google Gemini · Computer Vision
Sanskrit Text Summarization
Jul 2022 – Sep 2023
- Developed translation-based summarization pipeline by translating English summarization to Sanskrit via the Google Translate API using Python
- Tested translation-based summarization approach with English summarization as a baseline using the LongT5 LLM from HuggingFace and found 50-70% lower ROUGE scores
- Shared findings with professionals at Intel, Princeton, USNA, CMU, and IIT Kanpur
Skills: Research Skills · Machine Learning · Natural Language Processing (NLP) · Project Planning · Artificial Intelligence (AI)
Chinese Checkers Board Evaluation Analysis
Jul 2023 – Aug 2023
- Introduced four unique Chinese Checkers board evaluation routines for the MiniMax algorithm via Python to test and optimize computerized decision-making process to improve the win rate by 400%
- Implemented Alpha-Beta pruning and an endgame routine database to optimize average gameplay decision-making time by 4,000%
- Published findings in Volume 38 of the Journal of the Pennsylvania Governor’s School of the Sciences and presented research at the 2023 Pennsylvania Governor’s School of the Sciences Symposium at CMU
Skills: Python · Optimization · MiniMax · Collaboration · Research Skills
Winter Wonderland Holiday Light Show
Sep 2022 – Jan 2023
- Expanded previous year's show to include over 5,000 synchronized light bulbs
- Organized inaugural hot chocolate night with 100+ attendees from across the city
- Collaborated with McDowell Manufacturing to create & wire new display props
Skills: Project Management · Leadership · Computer Networking · Manufacturing
Text Planner App
Jul 2022 – Aug 2022
- Programmed message-based planner application that allows users to log tasks to a SQLite database via text messages via Python
- Developed Flask-based frontend to view and modify tasks via a mobile/desktop website
Skills: SQLite · Flask · Python (Programming Language) · Data Science · Web Development · Back-End Web Development
