Forward Deployed Engineer | AI Platform & GenAI Systems Delivery
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Engineer-architect with 22 years building and shipping production systems inside customer environments — embedded with the client, not reviewing from outside. Hands-on across Python, event-driven microservices, Kubernetes and dual-cloud AWS + Azure, with a delivery record that runs from discovery through a working first slice to a governed production handover.
Currently focused on GenAI platform delivery: retrieval-augmented generation, vector search, self-hosted and air-gapped LLM deployment, evaluation harnesses and LLMOps guardrails.
The differentiator: most GenAI builders move fast and then stall for months at an enterprise security review. I have spent a career on the other side of that review — designing the scanning gates, identity boundaries, network segmentation and audit evidence that regulated client's demand. I can take a model from prototype to an audited production deployment inside a bank, a telco or a manufacturer without the pilot dying in governance.
Principal Architect — Infrastructure & Platform - Persistent Systems
(2024-10)
Embedded with a global manufacturing and safety-products enterprise — customer-facing delivery across a 39-account AWS organisation and a 15-subscription Azure estate. Operate as the client-facing technical lead: run discovery across the estate, set target architecture, then deliver it alongside the customer's own engineering teams — carrying work from assessment through change approval to production cutover.
Senior DevOps / Platform Architect - Sterlite Digital (STL)
(2021-01 - 2024-08)
Principal Consultant — Cloud DevOps - TIBCO Software India
(2019-07 - 2021-01)
Architected secure hybrid cloud platforms across OpenStack, Azure and GCP for enterprise workloads, and defined reusable Terraform and Ansible reference patterns adopted across delivery teams to accelerate build and enforce standards.
Systems Architect — Hybrid Cloud - UST Global
(2018-06 - 2019-07)
Built a private and hybrid cloud product on OpenStack for SDN/NFV workloads, working across the Horizon dashboard and the underlying Nova, Neutron and Keystone service APIs — early, direct exposure to API-driven platform architecture where the UI is purely a client of independent services.
PG Programme in Business Management - Business Management - IIM Rohtak
PG Program in Cyber Security - Cyber Security - IIT Palakkad
PG Program in DevOps & IoT - DevOps & IoT - BITS Pilani & Purdue University
Bachelor of Business Management - Business Management - Kuvempu University
Diploma in Instrumentation & Control Engineering - Instrumentation & Control Engineering