Projects & Case Studies

StockScope Pro

Tech Stack: Next.js 15, React 19, TypeScript, FastAPI, Python 3.9+, Tailwind CSS 4, React Query, VADER NLP, Docker

Advanced stock sentiment analysis platform with real-time data processing, AI-powered investment recommendations, and professional dashboard interface for smart investment decisions.

  • Modern full-stack architecture with Next.js frontend and FastAPI backend
  • Real-time sentiment analysis from Reddit, financial news, and SEC filings
  • AI-powered BUY/HOLD/SELL recommendations with confidence scores
  • Professional dark-themed dashboard with interactive charts and real-time updates
  • Multi-level authentication, role-based access, and comprehensive caching strategy
  • Containerized deployment with Docker Compose for scalable production hosting
  • Background task processing, API response caching, and performance optimization

This project showcases my ability to architect modern full-stack applications with real-time data processing, implementing best practices for performance, security, and user experience in financial technology.

View on GitHub →

Victaulic Platform Refactor

Tech Stack: Angular, NestJS, TypeORM, Azure

Led the modernization of legacy internal tools used by global manufacturing teams, transitioning them to scalable, maintainable microservices.

  • Refactored monolithic services into modular NestJS components
  • Streamlined CI/CD workflows via GitHub Actions + Azure App Services
  • Improved frontend performance and usability with Angular

I helped drive architectural decisions, mentored devs, and reduced release time through better tooling and cleaner code.

Mentorship & Onboarding

Team Impact: Intern & junior developer training

Provided guidance to new engineers through pair programming, code reviews, and architecture walkthroughs.

  • Created onboarding docs and internal learning materials
  • Held weekly architecture deep-dives and Q&A sessions
  • Improved confidence and productivity of new hires

Mentorship taught me how to lead with clarity, patience, and empathy — all while leveling up the team's engineering discipline.