PROJECT ARCHIVE

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A broader look at my full-stack, data, and AI work across academic, capstone, and product-oriented projects.

Bambuu

FINTECH

Bambuu

Latest Project

Student-focused personal finance app built for irregular income, recurring subscriptions, short-term savings goals, AI smart insights, and real student spending behaviour.

Context

Built for students managing part-time jobs, scholarships, allowances, and recurring spending.

Role

Project Manager and Full-Stack Developer in a 4-person team.

Outcome

Winner of a product management hackathon with a practical bilingual finance product for students.

  • Tracks income, expenses, subscriptions, savings goals, and recurring transactions including biweekly income.
  • Includes student discount detection, AI-powered smart insights, investment education, spending tips, dark mode, multiple currencies, and bilingual support.
  • Built with React, TypeScript, Vite, Supabase, Tailwind CSS, and Recharts.
React TypeScript Vite Supabase TailwindCSS Recharts
Live Demo Repository
FoodFlow

CAPSTONE

FoodFlow

Sept 2025 - May 2026

FoodFlow connects restaurants, grocery stores, bakeries, and event organizers with verified charities, shelters, and community kitchens to redistribute surplus food in real time instead of wasting it.

Context

Capstone platform addressing food insecurity, surplus redistribution, and compliance with food waste regulations.

Role

Project Manager and Frontend Lead for an 11-person team coordinating product direction and frontend delivery.

Outcome

Built a real-time redistribution product with measurable social and environmental impact across donors, receivers, and administrators.

  • Connects businesses with verified charities, shelters, and community kitchens so edible surplus food reaches people who need it instead of being discarded.
  • As Project Manager and Frontend Lead, I coordinated an 11-person team while owning dashboards, role-based user flows, maps, and real-time frontend experiences.
  • The product helps reduce food waste, improve operational coordination, and support compliance with food waste regulations.

Frontend

React 19, React Router, Axios, React Icons, Lucide React, React DatePicker, React Select, React Confetti, Google Maps API, Firebase, SockJS, STOMP.js.

Backend

Spring Boot, Spring Data JPA, Spring Security, Spring WebSocket, PostgreSQL, JWT, Flyway, Lombok, Spring Validation, Brevo.

DevOps

Docker, Docker Compose, Maven, npm, Nginx, Node.js 20, Java 17.

React 19 Spring Boot PostgreSQL WebSockets Google Maps API Docker Firebase
Live Demo Repository

DATA + AI

Recommender Systems

Apr 2025

E-commerce recommendation project combining trend analysis, collaborative filtering, and association rule mining.

Context

Sparse e-commerce interaction data with recommendation quality challenges.

Role

Built analytics and evaluation workflows for recommendation strategies.

Outcome

Turned metrics like coverage and precision into usable product insights.

  • Worked on precision, recall, coverage, and diversity across sparse interaction data.
  • Focused on translating model behavior into useful product discovery insights.
Python Pandas scikit-learn Apriori
Colab Notebook
MemoryLens

AI APP

MemoryLens

Feb 2025

MemoryLens is a mobile app designed to help people affected by memory loss recognize important people, places, and objects through face recognition, object recognition, voice interaction, and saved memories.

Context

Assistive mobile app for users affected by memory loss, including Alzheimer's-related use cases and daily recognition support.

Role

Built the app flow across mobile, recognition, AR, authentication, storage, and conversational memory retrieval.

Outcome

Created a more independent experience for users through instant identification, saved memory playback, and personalized object recognition.

  • Users can upload virtual memories of people, objects, and places, add labels and notes, and retrieve previous interactions when something is recognized.
  • FaceNet powers face recognition, YOLOv8 supports personalized object detection, and ViroReact enables AR overlays when objects are scanned.
  • The app also includes voice notes, voice-to-text interaction, room-awareness ideas such as 'Where am I?', and cloud-backed storage for saved memories.
React Native Expo Auth0 Firestore Firebase Storage Cloudinary YOLOv8 FaceNet ViroReact
Aura

FULL-STACK

Aura

Dec 2024

Aura is a full-stack e-commerce platform for artisanal handcrafted products such as soaps, candles, and related goods, combining a customer storefront, an admin dashboard, and a backend API.

Context

End-to-end commerce experience for showcasing, managing, and selling artisanal handmade products.

Role

Built reusable frontend components, admin workflows, and secure backend APIs for authentication, products, cart, and orders.

Outcome

Delivered a full shopping flow spanning browsing, filtering, checkout, order tracking, inventory management, and secure authentication.

  • The platform includes a customer storefront for browsing products, filtering catalog items, viewing product details, managing carts, checking out, and tracking orders.
  • An admin panel supports product creation, updates, removals, image uploads, and order status management.
  • The backend handles JWT-based authentication, CRUD APIs, cart management, order workflows, image management through Cloudinary, and secure password hashing with bcrypt.
React Vite TailwindCSS Express Node.js MongoDB Cloudinary JWT
Repository
F1 Race Analysis

ANALYTICS

F1 Race Analysis

Jun 2024

Data analysis pipeline exploring driver performance, tire degradation, pit stops, and race incidents.

Context

Race telemetry and incident data from the Montreal Grand Prix 2024.

Role

Built the analysis pipeline and visual storytelling around race strategy.

Outcome

Produced clear comparisons between qualifying, race pace, and strategic choices.

  • Generated visual comparisons between qualifying and race performance.
  • Used race data to extract strategic insights.
Python Pandas Matplotlib Seaborn OpenF1 API
Repository