Usman Jadoon
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I’m Usman Jadoon. I’m an AI Engineer with 3+ years of experience spanning enterprise data analytics and AI engineering, specializing in Agentic AI, Multi-Agent Systems, LLM applications, RAG, AI orchestration, and Python backend development.
/ WHAT I DO
My work sits at the intersection of AI engineering, data science, backend development, and enterprise analytics.
Designing specialized AI agents and orchestration workflows for complex reasoning, data analysis, retrieval, validation, and tool execution.
Building hybrid retrieval systems using vector search, dense and sparse retrieval, reranking, and evaluation to ground LLM responses in enterprise knowledge.
Building end-to-end AI platforms with Python, FastAPI, LLM routing, Text-to-SQL, APIs, data pipelines, evaluation, observability, and workflow automation.
/ SELECTED WORK
A production-oriented autonomous AI data analyst platform combining multi-agent orchestration, Text-to-SQL analytics, statistical analysis, cross-modal RAG, LLM routing, and automated executive reporting.
A 12-layer Agentic AI platform combining hybrid retrieval, AST-guarded Text-to-SQL analytics, dynamic LLM routing, AI safety guardrails, workflow automation, and production observability.
Applied AI and machine learning projects spanning a GPT-3.5 RAG e-commerce chatbot, predictive analytics, time-series forecasting, and T5 Transformer-based text summarization.
/ HOW I THINK
“The goal is to engineer AI systems that can reason, retrieve, act, and deliver results people can trust, understand, and use.”
/ NEXT