Projects
Production systems and engineering work, in detail — problem, architecture, decisions, and outcome.
Backend Systems
AI Engineer II (Team Lead) at Kaycomm Services: the semantic engine powering search, recommendations, and content understanding for UrbanPillar and CornerSpaces, plus the workflow website builder and infrastructure it runs on.
AI & LLM Applications
AI-powered document parsing, summarization, and semantic retrieval built at The CodeWise — QueryMate for LLM-powered document summarization, Oxtract applying the same pipeline pattern to parsing pension documents.
Data Engineering
Batch processing pipeline built to reliably work through 25M+ records (~4GB) with duplicate detection and controlled memory usage.
Automation
Bulk email automation system built on Microsoft Graph, supporting multiple tenants with reliable, batched, error-tolerant delivery.
Multithreaded, fault-tolerant scraper with proxy rotation, resumable runs, and persistent storage for large-scale data collection.
Automated pharma document generation using dynamic PDF templates, streamlining regulatory workflows that previously relied on manual drafting.
Health-tech platform helping users compare diagnostic tests, get recommendations, and book lab services across multiple cities.
Infrastructure
Automated CI/CD pipelines using Docker Compose and NGINX, reused across production deployments to keep releases smooth, reliable, and scalable.