# Roshan Ravani
AI & Systems Engineer focused on AI/ML research and product building.

## Core Expertise
- AI/ML System Architecture & Reliability (AXIOM)
- Agentic Workflows & Tool Use (LangGraph)
- RAG Systems (Chunking, Reranking, Vector DBs)
- Cloud Infrastructure & Security (AWS/GCP/Docker)

## Key Projects
- [AXIOM-ONE](https://github.com/RavaniRoshan): Research-grade system optimized for epistemic correctness over conversational fluency, using multi-agent orchestration.
- [LegacyLens](https://github.com/RavaniRoshan): Large-scale program comprehension tool transforming 1M+ lines of legacy code into dynamic dependency graphs.
- [ZERO-COMP](https://github.com/RavaniRoshan): Solar Weather Platform powered by NASA-IBM Surya-1.0 transformer model with real-time alerts.
- [Agent-X](https://github.com/RavaniRoshan): Browser automation system using Vision-language models (Gemini 2.5) and Playwright.

## Research & Writing
- [AXIOM Research](https://github.com/RavaniRoshan): Solving AI reliability and hallucination through architectural discipline.
- [Cloud Security Analysis](https://github.com/RavaniRoshan): Integrated analysis of security failures across major Cloud Service Providers.
- [GitHub](https://github.com/RavaniRoshan)

## Philosophy
Bias toward execution, systems thinking, and learning-by-building.