Hello! I'm
USAMA
NAWAZ
Ask my AI anything about me
Who I am
I build AI-powered solutions, ML pipelines that drive insights, and LLM applications that understand context.
From data pipelines and model training to RAG architectures and multi-agent systems, I engineer the full AI stack and deploy it to production.
AI & Voice
Multi-agent systems with CrewAI, RAG pipelines with LangChain, document processing automation, and AI-powered ERP solutions.
DevStudio
Lead AI Engineer
Leading AI engineering across multi-agent systems, document intelligence, and production RAG pipelines.
Where I've worked
DevStudio
NOWLead AI Engineer
Lead AI engineering across multi-agent systems, document intelligence, and production RAG pipelines. Architected a whitelabeled Argilla annotation platform, designed a 9-phase invoice extraction pipeline with cascading model fallback (Claude, GPT-5, GPT-4o) at 99%+ uptime, dual-approach HS code classification with FAISS + sentence-transformers, and a multi-tenant AI invoicing SaaS with orchestrator/planner/executor agents.
Concentrix Malaysia
Senior AI Moderator
Executed comprehensive content review processes, analyzed and classified user-generated content to maintain platform integrity and safety standards, while continuing to build AI engineering projects independently.
InstantAI Labs
AI Engineer
Built a music data analytics platform with multi-stage ETL transferring Chartmetric data to BigQuery across 25+ entity types and a FastAPI/Flask API layer with 50+ endpoints. Delivered document processing automation (90% accuracy, 60% efficiency gain), a CrewAI multi-agent article generator, a RAG meditation assistant, and a LightGBM revenue forecasting model at 85% accuracy.
Forman Christian College
Teacher Assistant
Conducted coding labs and designed materials for Compiler Construction, Data Structures, and MIPS Assembly Language courses.
Microperts
Unity Developer
Designed and developed efficient game architectures and pipelines. Debugged and optimized game performance to enhance user experience.
Featured Work
Whitelabeled Data Annotation Platform
Private, whitelabeled fork of Argilla for internal LLM dataset curation and human feedback (RLHF) workflows.
AI Chatbot SaaS Platform
Multi-tenant AI chatbot with RAG-powered knowledge retrieval, real-time streaming, lead capture, and a WordPress plugin.
AI-Enhanced Invoicing SaaS
Full-stack multi-tenant invoicing & ERP platform with AI chatbot agent, financial reporting, and trilingual support.
Multi-Agent Customer Support
Distributed multi-agent system automating customer service workflows with 40% faster response times.
Document Processing Automation
End-to-end automation pipeline using computer vision and LLMs for warehouse document processing.
AI-Enhanced ERP System
AI-powered ERP solution with WhatsApp integration for conversational business operations.
My Skills
Let's work together
Got a project in mind? I'm always open to discussing new opportunities and ideas.