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This section of the manual documents my complete operational history. It’s broken down into two modules:
Changelog: A version history of my professional roles and contributions.
API Reference: A detailed look at the public projects I’ve architected and shipped.
Changelog
API Reference
Full Stack Developer @ KKC Classroom
Timeline: May 2025 - Present Patch Notes: - Architected a full-stack
EdTech platform using Next.js and Firebase, accelerating the delivery of 3+
core features for a successful launch. - Executed a 100% codebase migration to
TypeScript, reducing potential pre-deployment bugs by an estimated 40%. -
Engineered the core monetization engine by integrating the Stripe API to
enable subscription payments.
Software Engineer @ Disposable Food Packaging
Timeline: February 2025 - April 2025 Patch Notes: - Reduced database
backup time by 95% (from 5 minutes to 15 seconds) and simplified the process
to a single click. - Deployed a new feature for remote editing of data within
the MS SQL database, eliminating a cumbersome manual workflow. - Integrated
the Google Drive API to automate the upload and download of 100MB+ database
backups, ensuring data integrity.
DevDoc: AI-Powered Coding Assistant
Endpoints: GitHub, DevPostTech Stack: Next.js, Tailwind, React, shadcn, Neon,
PostgreSQL, pgvector, GPT-4.0, GeminiDescription: A VS Code
extension that provides version-aware code suggestions using a RAG pipeline,
reducing outdated results by 90%. - Led the complete development and design,
from the promotional landing page to the intuitive chat interface. -
Implemented Vercel’s AI SDK to manage model interactions and stream real-time
code suggestions. - Drove 20+ marketplace installations within the first 24
hours of launch.
UofT Webring: Student Portfolio Hub
Endpoints: GitHub, DevPostTech Stack: Next.js, Tailwind, React, AWS SES, shadcn, Upstash (Redis)Description: A platform that features and connects the web
portfolios of students at the University of Toronto. - Architected and led the
development of the entire platform. - Handled front-end development,
implementing clean code principles, security using SSR, and Upstash for
rate-limiting.
Acento AI: Real-Time Interview Coach
Endpoints: GitHub, DevPostTech Stack: React, Vite, Tailwind CSS, API StreamingDescription: An AI-powered resume analyzer and real-time vocal coach that
provides instant feedback during practice interviews. - Orchestrated the
secure data flow for both text and audio-based feedback from the backend API.
Led the entire front-end development, delivering a fully functional
prototype in under 36 hours.
QuickFlow: Visual Programming Editor
Endpoint: GitHubTech Stack: React, CSS,
ReactFlow, FirebaseDescription: An interactive programming-logic
editor designed to simplify foundational coding concepts for beginners. -
Architected and independently built the application from concept to a live
proof-of-concept. - Engineered a custom node-based system for essential
programming logic (variables, conditionals, loops).
LySchedule: Secure Student Scheduler
Endpoint: WebsiteTech Stack: React, CSS,
ReactFlow, FirebaseDescription: A secure student scheduling platform
that resolved a critical data privacy risk for hundreds of students. -
Engineered the full-stack application using React and the Firebase suite,
authoring custom security rules. - Created a personalized dashboard that led
to organic, word-of-mouth adoption from 25+ users who logged over 500
sessions.
