My Projects

The Genesis & Legacy: Beginning in my sophomore year, I was helping a friend to create and run a business, which initially was managed by paper and text messages. I originally built a Java/Spring backend that used Selenium to bridge the gap between platforms like Yelp and the business. This legacy system effectively turned static lead-generation sites into a 24/7 automated sales force.

The Evolution (Moving ERP): As the business scaled, I migrated the infrastructure to a modern Next.js/TypeScript stack. This wasn't just a rewrite; it was an architectural shift. I replaced fragmented spreadsheets with a custom Full-Stack CRM that serves as the "brain" of the company.

Feature Ecosystem:

• Automated Client Lifecycle: From an AI-driven quoting tool to Electronic Contracts and automated SMS/Email confirmation workflows via Twilio.
• Financial Suite: Integrated payroll, expense tracking, and cash-flow analytics that replaced traditional accounting software.
• Risk Mitigation: Automated "Readiness Checks" the day before a move and a cross-referenced blacklist database to protect the business.

Business Impact:

• 80% reduction in administrative overhead.
• 150% revenue growth achieved during the pandemic through hyper-efficient logistics.
• 24/7 Lead Capture: Zero human intervention required from initial inquiry to finalized quote.

"This project evolved from a simple scraper into a comprehensive ERP solution, proving how custom software can fundamentally transform a traditional service industry."

The Mission: US State legislative sessions produce thousands of hours of video that are difficult to search or index. I built a high-reliability pipeline to ingest, store, and transcribe this data for public transparency.

Zero-Disk Streaming Architecture: To handle large media files without scaling hardware costs, I designed the system to use yt-dlp to extract streams and pipe them directly to AWS S3. By bypassing local disk storage, the engine remains lightweight and prevents "disk full" crashes during long hearings.

Technical Impact:

• Eliminated manual monitoring of legislative calendars via automated scrapers (Cheerio).
• Scalable to all 50 states through process isolation.
• Success-rate tracking and real-time health reporting.