React Native, TypeScript, Google APIs, Gemini

• +Cross-platform mobile app that adapts travel itineraries from user energy check-ins and location context.
• +Agentic pipeline that evaluates user state, filters nearby options via the Google Maps SDK, and recommends alternative activities with reasoning and directions.
• +Integrated the Gemini API to generate personalized itineraries from mood and wellness data persisted in Supabase.

pandas, NumPy, PyTorch, Google Colab, Kaggle

• +Built and trained a CNN that classifies musical instruments across 18 categories.
• +End-to-end data pipeline that cleaned raw Kaggle .wav files and generated structured .csv metadata, split 80/20 for train/test.
• +Improved accuracy from 56% to 96% through hyperparameter tuning and audio data augmentation on GPU-accelerated Colab.
• +Deployed as a full-stack web app (Flask REST API + React, Dockerized on Hugging Face Spaces) accepting .wav/.mp3 uploads.

Python, pandas, Matplotlib, NumPy, XGBoost

• +Built an XGBoost model at the SDSS Datathon that flags flight-fare inflation against expected pricing, reaching 91.8% accuracy on real-time fare data.
• +Ensured statistical integrity by cleaning data with pandas/NumPy and validating with an 80/20 split and cross-validation.
• +Communicated model insights and inflation trends through Power BI dashboards and Matplotlib visualizations.

PyGame, PyMunk, Stable Baselines3, PyTorch

• +Built an autonomous agent for a 1v1 competitive environment using PPO and Deep Q-Networks (DQN).
• +Designed reward functions and tuned hyperparameters, evaluating performance through repeated testing.
• +Deployed and benchmarked agents in a live tournament with 400+ participants.

React Native, JavaScript, Flask, MongoDB, Expo

• +Full-stack cross-platform mobile app that lets users assemble outfits through a browse-and-swipe interface.
• +Designed a Flask REST API backend with user data and saved outfits persisted in MongoDB.
• +Implemented a Playwright scraper integrated with SerpAPI's Google Image Search to surface similar clothing listings.

Python, OpenCV

• +Real-time photo capture program that detects faces and smiles using OpenCV and instantly saves the picture.
• +Automatic capture-and-save system that stores detected images to the user's local file directory.

HTML, CSS, Flask, JavaScript

• +Web platform that generates marketing content from prompts using generative AI (Cohere captions, ModelsLab images).
• +Automated posting system that publishes generated content across social platforms via the Twitter API.
• +Designed an intuitive UI under hackathon time constraints.

React.js, Flask, Python, SQLAlchemy, Tailwind CSS

• +Full-stack web app that lets students upload, process, and share past exam papers.
• +Flask backend with SQLAlchemy for secure file storage and dynamic PDF generation, paired with a responsive React frontend.
• +Collaborated via Git/GitHub with code reviews; used UNIX tools and shell scripting.