Selected work

ProjectsI've built

AI · Full-Stack

Campus Knowledge Base

AI-powered campus assistant that answers questions from academic PDFs — grounded in syllabus content with source citations.

  • Built a secure full-stack web app using Flask (backend) and Next.js (frontend)
  • Implemented Google OAuth authentication and session handling for protected routes.
  • Developed interactive UI components for chat-based querying and citation visualization.
  • Integrated Gemini API into a production-style REST API.
FlaskNext.jsGemini APIGoogle OAuthRAG

AI · FinTech

MonthEnd

AI-driven system that identifies user subscriptions by analyzing recurring payments and forecasting future financial drain.

  • Integrated Gmail API, PDF, and CSV parsers to automatically extract subscription and billing data.
  • Used Gemini API to filter, classify, and clean raw financial data, identifying recurring transactions.
  • Built Node.js backend and connected it with the frontend to aggregate and serve subscription data via APIs.
Node.jsGmail APIGemini APICSV/PDF Parsing

Hackathon · SIH 2025

PM Internship Scheme Website

Prototype website for the PM Internship Scheme — built for SIH 2025 internal round at K. J. Somaiya.

  • Developed prototype using MERN stack along with Python and Gemini API.
  • Built Resume Parsing and Adaptive Quiz features using Gemini API.
  • Designed backend schema and created API endpoints for the features.
MERNPythonGemini APIResume Parsing

Full-Stack

Book Store Management System

Full-stack bookstore where users can browse, add to cart, and place orders — with a secure admin dashboard for inventory management.

  • Built browsing, cart, and cash-on-delivery order flow for users.
  • Created an admin dashboard with login system to securely manage books.
  • Added features for admins to upload, update, delete books, and track inventory.
  • Applied full-stack development, user authentication, and database management concepts.
Full-StackAuthenticationAdmin DashboardMongoDB

Soha Khare · Computer Engineering · K. J. Somaiya · Mumbai