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Saran Mahadev

@saranmahadev

Message

I build enterprise generative AI, agentic workflows, and computer vision systems.

India

Message

At Zentron Labs, I design and prototype enterprise Generative AI platforms, agentic AI systems, and deterministic Computer Vision algorithms for industrial inspection.

I've built AI-assisted engineering pipelines for code generation, repository understanding, documentation automation, and process standardization using LangGraph, MCP, RAG, and specification-driven workflows. My projects include a LabVIEW-to-Python migration pipeline, Wiki.js documentation automation, an open-source agent runtime, and an enterprise memory SDK spanning multiple vector databases.

I also build scalable backend and developer tooling with Python, FastAPI, Docker, cloud platforms, and modern LLM frameworks.

Experience

Work history, roles, and key accomplishments

Current

Associate Software Engineer (R&D)

Current

Zentron Labs Private Limited

Feb 2023 - Present (3 years 6 months)

Member of the Research & Development team responsible for designing and prototyping next-generation Computer Vision solutions with AI systems, developer platforms, and intelligent automation solutions. Architected enterprise Generative AI platforms using LLMs, Agentic AI, LangGraph, MCP, and RAG.

Python LangGraph MCP RAG LLM Agentic AI Computer Vision fastAPI Docker

Cloud Computing Specialization Trainee

Centre for Development of Advanced Computing (C-DAC)

Jul 2022 - Aug 2022 (1 month)

Gained hands-on experience with OpenStack and Docker, building a foundational understanding of cloud infrastructure, virtualization, and enterprise networking.

OpenStack Docker Cloud Infrastructure Virtualization Networking

Education

Degrees, certifications, and relevant coursework

Government College of Engineering Srirangam

Bachelor of Engineering, Computer Science and Engineering

2019 - 2023

Activities and societies: Department Representative for four consecutive years; founded GCES Coderz Club and mentored over 150 engineering students; organized technical workshops, hackathons, and national-level engineering events.

Bachelor of Engineering in Computer Science and Engineering. Served as Department Representative and founded the GCES Coderz Club.