I’m Parthiban Marimuthu, an AI/ML Engineer specializing in Agentic AI, RAG pipelines, and real-time multimodal systems for enterprise applications.
EXPLORE MY WRITING ↓A look at the companies and ambitions reshaping transportation, energy, AI, and more.
READ ARTICLE →Architecture patterns for knowledge retrieval, precision generation, and production-ready LLM workflows.
Thoughts from collaborating on computer-vision tooling and making models more useful in practice.
Leading enterprise GenAI architecture and delivery for regulated life-sciences workflows.
Highlights: 6-stage RAG architecture, graph-based knowledge systems, multi-tenant FastAPI services, real-time SSE pipelines, and retrieval latency reduced from 7–10 seconds to under 500ms.
Developed and deployed computer-vision systems for industrial processes and machine operations.
Highlights: 9-camera vision deployment, computer-vision downtime monitoring, OCR and object-detection evaluation, and AI assembly-line monitoring.
I work across the full system: architecture, retrieval, agents, data, deployment, and the operational detail in between.
PARTHI.MARIMUTHU10@GMAIL.COM →