hira User

I've built production automation and backend systems at Tech Potion, where I curated and enriched a 28,000+ listing AI tools directory and developed a Python extraction pipeline that achieved roughly 95% success across 10 platforms.

I built a seven-stage PostgreSQL content pipeline with four sequential OpenRouter LLM calls, JSON-mode validation, concurrent workers, and a 5.6x processing speedup. I also deployed a multilingual Next.js SSR frontend and migrated application data to AWS RDS, Lambda, API Gateway, EC2, S3, and VPC infrastructure, reducing monthly AWS costs by 34%.

My work includes deterministic RAG, LangGraph state machines, vector retrieval, and cloud security automation. In an autonomous cloud compliance engine, I created a six-node Corrective RAG workflow with enforced citations, live AWS evidence validation, and asynchronous processing for 2,000+ questions without timeout failures.

I'm also an independent cloud security and neuro-symbolic AI research collaborator, co-authoring Sentinel-Mesh, a framework for formally verified remediation of cloud misconfigurations. Earlier at Sadiq AI, I built a RAG-based internal chatbot that improved bug-tracking query efficiency by about 40% and documented 150+ edge-case bugs through manual and automated Flutter testing.