Open to opportunities

ambati vachan

@ambativachan

Message

I build governed agentic AI systems, RAG workflows, and automation that make business operations safer and auditable.

India

Message

What I'm looking for

I'm looking to build production agentic AI, RAG, and automation systems where governance, evidence, human approval, and reliable execution matter.

At OmniMatter EXIM Solutions, I build AI-native engineering harnesses that coordinate Claude Code, Codex, MCP connectors, and browser agents through shared context, approval gates, and independent verification.

I deliver production document intelligence, RAG, multi-tenant applications, and operational automation with Python, FastAPI, n8n, LangGraph, LangChain, Supabase, and PostgreSQL. My systems use evidence controls, deterministic validation, human approval, and audit-friendly state to keep AI-assisted execution safe.

My earlier work supporting AT&T and TELUS enterprise networks built a reliability-first foundation across SD-WAN, VeloCloud, BGP, OSPF, MPLS, incident management, and production troubleshooting.

Experience

Work history, roles, and key accomplishments

Agentic AI Systems Engineer

OmniMatter EXIM Solutions Pvt Ltd

Jan 2024 - Jul 2026 (2 years 6 months)

Designed an AI-native engineering harness coordinating Claude Code and Codex through shared repository context, role-specific instructions, verification gates, session logs, and explicit security boundaries. Built production AI systems across n8n, Python/FastAPI, LangGraph/LangChain, Supabase/PostgreSQL, REST/webhooks, structured outputs, RAG, document intelligence, and multi-tenant applications.

Senior Network Automation Engineer

Prodapt Solutions

Dec 2021 - May 2022 (5 months)

Supported AT&T enterprise environments across SD-WAN, VeloCloud, routing, switching, data-center connectivity, WAN circuits, incident resolution, and operational escalations. Worked with BGP, OSPF, MPLS, SD-WAN overlays, VeloCloud edge deployments, migration validation, MOP-driven changes, and production handoff documentation.

SD WAN VeloCloud BGP OSPF MPLS Routing Switching Data Center Incident Management Network Automation

Network Automation Engineer

Tech Mahindra

Jul 2018 - Oct 2021 (3 years 3 months)

Supported TELUS network operations across routing, switching, WAN monitoring, incident handling, planned maintenance, and operational reporting in enterprise environments. Resolved L2/L3 connectivity and routing issues by analyzing logs, validating paths, isolating faults, coordinating cross-team fixes, and documenting operational outcomes.