Selected Work & Case Studies
Nexora AI — Construction Site Intelligence
Category: AI Systems • Distributed Architecture • Computer Vision
Overview: Turning fragmented construction evidence into auditable project intelligence. EPC construction projects suffer from fragmented field reports, spreadsheets, photos, and voice memos. NEXORA AI normalizes messy site observations, matches them to activity schedules using hybrid AI, and provides an auditable trust-plane with Oracle Primavera P6 export capabilities.
Key Capabilities: FastAPI multi-modal AI ingestion, hybrid matching engine (RapidFuzz lexical scoring + sentence-transformer embeddings), Rust Axum trust-plane enforcing schema-compliant Oracle Primavera P6 XML exports & SHA-256 audit logs, RabbitMQ asynchronous job dispatch with Redis caching, PostgreSQL persistence, and Supabase object storage.
Technologies: Rust (Axum), FastAPI, React 19, PostgreSQL, RabbitMQ, Redis, Supabase, RapidFuzz, Sentence-Transformers, Primavera P6 XML.
View Nexora AI GitHub Repository | Live Application
OnceUponMe Video Engine — Cinematic Reel Automation
Category: AI Pipelines • Media Engineering
Overview: An automated, production-ready video engineering pipeline that converts full-length movies into personalized, cinematic children's reels. Operates with zero generative video hallucination — all visual frames are deterministically extracted, scored, and orchestrated from real movie footage.
Key Capabilities: Video understanding & automated scene boundary analysis, deterministic segment selection and OpenCV visual scoring algorithms, Gemini AI narrative scripting, ElevenLabs voice synthesis with precise timing, FFmpeg clip extraction, and Remotion (Node.js) for programmatic 60fps reel rendering with MongoDB checkpointing.
Technologies: Python, OpenCV, FFmpeg, Remotion, Node.js, Gemini AI, ElevenLabs, MongoDB.
View OnceUponMe Engine GitHub Repository
Campus Connect — Campus Operating System
Category: Full Stack • Real-Time Systems • WebSockets
Overview: A campus operating system for students replacing fragmented university groups, notice boards, and student chats. Connects verified student identity, gamified developer reputation, campus-wide event orchestration, and peer collaboration.
Technologies: Next.js 16, TypeScript, Supabase, PostgreSQL, Tailwind CSS, Framer Motion, GitHub API, LeetCode API.
View Campus Connect GitHub Repository
Crave Check — Real-Time Food Intelligence
Category: AI • Performance • Personalization
Overview: A mobile-first food intelligence application engineered to decode dense ingredient labels and whole foods in seconds. Uses progressive NDJSON streaming and intelligent multi-tier caching to deliver real-time personalized health ratings.
Technologies: Next.js, FastAPI, OpenCV, Gemini Vision, Cache-Control Streaming.
View Crave Check GitHub Repository