Nova is an AI-powered CRM layer designed to integrate and analyze data from multiple sources in real time. It utilizes an MCP client–server framework to facilitate data consolidation and insight generation, supporting multi-user workspaces with live updates. The system’s optimized processing workflow reduced average end-to-end latency from 210 seconds to 65 seconds, enabling faster, more responsive interactions. Built with a focus on scalability, security, and seamless multi-source integration.

A.V.A. (Accesible Voice Assistant) is a voice-controlled browser automation tool that enables hands-free web navigation. It leverages multi-stage AI agents, speech recognition, and text-to-speech to interpret commands and execute tasks efficiently, making web interactions seamless and accessible.​

Canvai is a Chrome extension that enhances the Canvas LMS experience by integrating Gemini AI to automate tasks and improve workflow. It helps students streamline coursework, manage assignments more efficiently, and reduce repetitive actions. With AI-powered assistance, Canvai makes navigating Canvas faster, smarter, and more intuitive.

The LED Leaderboard is a real-time LeetCode tracking system that enables club members to register and compete. It integrates with LeetCode's GraphQL API and uses a FastAPI backend to track members' progress and statistics. This gamified approach transforms individual LeetCode practice into an engaging, competitive experience, fostering a more interactive and motivating environment for improving coding skills.

NutriLens AR uses Snapchat Spectacles and AI to provide real-time nutritional insights while cooking. By analyzing food through video capture, it overlays macros and nutritional facts in augmented reality, making meal tracking seamless and interactive.

The Nova Performance Dashboard is a real-time monitoring tool designed to track and visualize the performance of Nova’s key components over time. It displays latency trends for services such as Slack MCP, Gmail MCP, Gmail API, Personality, and Einstein, helping identify bottlenecks and measure optimization impact. The dashboard was instrumental in validating workflow improvements, including the reduction of average end-to-end latency from 210 seconds to 65 seconds after migrating from Gmail MCP to Gmail API. Built with interactive filtering and historical tracking to support ongoing performance analysis.

medLM is an equality-focused healthcare platform that eliminates racial bias through anonymized consultations where providers can't see patient race. It ensures all patients receive equal medication recommendations and care options regardless of background, creating a safe space for communities historically mistreated by medical institutions. The platform tracks health data to identify and correct treatment disparities while empowering patients from marginalized communities to advocate for appropriate care.

Reverse Rate My Professor is a web app for SJSU students that simplifies the process of finding the best professors for their courses. Instead of searching for professors manually, students can enter a course name and instantly see a ranked list of professors based on reviews and ratings. By automating professor selection, the platform helps students make informed decisions about their schedules, ensuring they get the best possible learning experience.

Url Shortener is a web app that allows users to shorten long URLs into short URLs. It uses a FastAPI backend to retrieve URLs, stored in an SQLite database, and a React frontend to display the shortened URLs.