Portfolio

Projects &
Experience

A curated showcase of my work across Generative AI, Full Stack Development, and Machine Learning. Each project represents innovative solutions to real-world challenges.

Projects

AWS Certs

Honors

Generative AI

RAG, Agents, LLM Applications

Featured

Hi Nature Chatbot

AI-powered customer service assistant for Hi Nature Pet (pet food company). Handles order tracking, delivery updates, pet meal planning calculations, and FAQ responses. Integrated with Shopify storefront for real-time order data retrieval with context-aware conversation management.

PythonAWS LambdaAPI GatewayDynamoDBShopifySNS

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Featured

In The Wild Chatbot

Research collaboration with University of Toronto Computational Social Science Lab. Built conversational AI system using ChatGPT and GPT-4o mini APIs for natural language processing, with Firestore and Firebase for real-time data persistence, TypeScript for type-safe development, and Swagger for API documentation.

ChatGPT APIGPT-4o miniFirebaseFirestoreTypeScriptSwagger

Machine Learning

Research & Predictive Models

Featured

CSC413 Neural Networks Research Paper

Academic research paper for CSC413 (Neural Networks and Deep Learning) at University of Toronto. Explores advanced deep learning concepts and methodologies with theoretical analysis and experimental validation.

Deep LearningNeural NetworksResearchPython

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Featured

Predicting Students' Performance

Machine learning research project predicting student academic outcomes using ensemble methods. Implemented k-Nearest Neighbors (kNN), Item Response Theory (IRT), and neural autoencoders for feature extraction and prediction. Built data pipelines with NumPy, Pandas, and SciPy for preprocessing and analysis.

PythonkNNIRTAutoencodersNumPyPandasSciPy

Full Stack Development

Web Applications & APIs

Featured

Personal Portfolio Website

Architected a full-stack portfolio website using Next.js 16, React 19, and TypeScript with server-side rendering and static site generation. Engineered 30+ modular, reusable components with custom React hooks (useIntersectionObserver, useScrollPosition) for viewport-aware animations. Implemented a file-based content management system using MDX and gray-matter for blog publishing with dynamic routing, frontmatter parsing, and automatic reading time calculation. Built a responsive, accessible UI with Tailwind CSS 4, semantic HTML, and ARIA attributes, optimized for Core Web Vitals via Next.js Image and Font modules. Designed a custom animation framework with parallax stacking sections, particle effects, and staggered transitions using requestAnimationFrame and passive event listeners for smooth 60fps rendering.

Next.jsReact 19TypeScriptTailwind CSSMDXSSR/SSG

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Featured

LunchME

Professional networking mobile app facilitating meaningful in-person connections. Built cross-platform features using React Native with Firebase backend, implemented Redux for state management, push notifications for real-time updates, QR code deep linking for seamless sharing, AppsFlyer for attribution tracking, and Azure CI/CD pipelines for automated deployments.

React NativeFirebaseReduxPush NotificationsAppsFlyerAzure CI/CD

Live Demo

Scriptorium

A comprehensive full-stack platform for developers to create, share, and execute code collaboratively. Features multi-language code execution (Python, JavaScript, C++, Java), reusable templates, blog posts with comments and voting, JWT authentication, and admin content moderation.

Next.jsTypeScriptPrismaSQLiteshadcn/uiJWT

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Android Games Platform

Comprehensive Android gaming platform featuring three integrated mini-games: Tetris with dynamic acceleration and custom 7-piece generation algorithm, Rhythm Game with song-based and random difficulty modes, and Maze with recursive random generation. Includes REST API backend with Spring Boot for user authentication and competitive leaderboards.

AndroidJavaSpring BootREST APIGradleAndroid Studio

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