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AI engineer who builds production agentic systems that automate software engineering workflows—coding, review, testing, documentation, and release—so teams can deploy with confidence. Designs agent workflows integrated with GitHub and CI/CD, including permission models, approvals, audit logs, and evaluation/benchmarking for reliability. Strong in Python and daily hands-on with Claude Code, setting standards for AI-assisted engineering across teams. Experienced delivering end-to-end agent platforms, RAG/document intelligence, and governance-focused engineering in enterprise environments across government and financial services.…AI engineer who builds production agentic systems that automate software engineering workflows—coding, review, testing, documentation, and release—so teams can deploy with confidence. Designs agent workflows integrated with GitHub and CI/CD, including permission models, approvals, audit logs, and evaluation/benchmarking for reliability. Strong in Python and daily hands-on with Claude Code, setting standards for AI-assisted engineering across teams. Experienced delivering end-to-end agent platforms, RAG/document intelligence, and governance-focused engineering in enterprise environments across government and financial services.

VAMSHI KRISHNAAI

AI Engineer, DevOps Developer, Software Engineer, +2

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AI engineer who builds production agentic systems that automate software engineering workflows—coding, review, testing, documentation, and release—so teams can deploy with confidence. Designs agent workflows integrated with GitHub and CI/CD, including permission models, approvals, audit logs, and evaluation/benchmarking for reliability. Strong in Python and daily hands-on with Claude Code, setting standards for AI-assisted engineering across teams. Experienced delivering end-to-end agent platforms, RAG/document intelligence, and governance-focused engineering in enterprise environments across government and financial services.…AI engineer who builds production agentic systems that automate software engineering workflows—coding, review, testing, documentation, and release—so teams can deploy with confidence. Designs agent workflows integrated with GitHub and CI/CD, including permission models, approvals, audit logs, and evaluation/benchmarking for reliability. Strong in Python and daily hands-on with Claude Code, setting standards for AI-assisted engineering across teams. Experienced delivering end-to-end agent platforms, RAG/document intelligence, and governance-focused engineering in enterprise environments across government and financial services.

Available to hire

AI engineer who builds production agentic systems that automate software engineering workflows—coding, review, testing, documentation, and release—so teams can deploy with confidence. Designs agent workflows integrated with GitHub and CI/CD, including permission models, approvals, audit logs, and evaluation/benchmarking for reliability.

Strong in Python and daily hands-on with Claude Code, setting standards for AI-assisted engineering across teams. Experienced delivering end-to-end agent platforms, RAG/document intelligence, and governance-focused engineering in enterprise environments across government and financial services.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

Aragonese

Intermediate

Work Experience

Agent / AI Engineer at Kairos Agentic-AI Platform (Client: Singtel Group)

January 1, 2025 - Present

Owned the agent layer end-to-end, building autonomous multi-step agentic loops with tool-calling, context management, and durable long-running memory/state using PostgreSQL with suspend/resume and Human-in-the-Loop. Built agent-driven GitHub and CI/CD workflows for automated code review, test generation, and release processes with robust permission models, approval states, and audit logging for sensitive changes. Implemented systematic evaluation pipelines (e.g., LLM-as-judge) to measure agent quality and diagnose failure modes and edge cases. Set standards for Claude Code and GitHub Copilot usage across a 5–10 engineer team to drive high-velocity AI-assisted engineering.

AI / Software Engineer at Iron Mountain Singapore Pte Ltd

August 1, 2022 - January 1, 2025

Built LLM-powered automation and product capabilities from prototype to production including RAG, document intelligence, and workflow agents for banking, government, and commercial clients. Delivered ~40% efficiency gains and reduced manual effort by ~70%, supporting 200k+ documents per month. Contributed to product definition and UX with product/engineering teams, building reusable components and accelerators to improve delivery speed and maintainability.

Software Engineer / Solutions Architect at Prudential Assurance Company Pte Ltd

January 1, 2022 - August 1, 2022

Built AI-based decisioning services and Azure integrations (PaaS). Established reusable patterns and best practices for AI service implementation and integration in an enterprise environment.

Senior Engineer - Digital Transformation at Fujifilm Business Innovation Asia Pacific Pte Ltd

September 1, 2019 - January 1, 2022

Engineered cloud, ML, and automation solutions and implemented governance for architecture reviews, code quality, security, and performance. Focused on improving engineering rigor and operational readiness while delivering transformation initiatives.

Software Engineer at MPIG Generali (Kuala Lumpur) / Portivity (Dubai)

January 1, 2017 - January 1, 2019

Delivered backend and full-stack engineering work across Malaysia and the Middle East, including development, integration, testing, and production support. Built foundations for reliable engineering delivery across multiple client contexts.