Open to opportunities

Prabhat User

@prabhatuser1

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AI-native engineering leader building production-ready enterprise AI platforms.

Singapore

Message

What I'm looking for

I seek a senior on-site engineering leadership role where I can build AI-native platforms, lead product-to-production delivery, and scale teams while maintaining strong security and compliance.

I am an AI engineering and product leader with 18+ years building and scaling enterprise software and production AI systems across regulated environments such as healthcare, insurance, and the public sector.

I design and operationalize AI-native delivery pipelines—agentic/multi-agent architectures, RAG and vector search, Cursor/Windsurf development workflows, and evaluation-first practices—to compress PRD→prototype→production while preserving reliability, security, and compliance.

I have led end-to-end enterprise delivery and presales for US$0.5M–US$1M deals, delivered high-impact solutions like a 2-day Emergency Department real-time translator, and driven measurable outcomes including 99.9% uptime, 4× performance gains, and substantial cost reductions.

Experience

Work history, roles, and key accomplishments

Current

Head of Engineering & Product

Current

KeyReply

Jan 2021 - Present (5 years)

Own engineering and product outcomes for an enterprise Generative AI platform, architecting agentic multi-agent orchestration, RAG, and vector search to deliver omnichannel and voice AI that handled 500K+ automated requests and supported US$0.5M–US$1M deal cycles.

Agentic AI RAG Vector Search Python Kubernetes CI CD Observability Security Compliance

Software Engineering Manager

TechSangrah / Crossover for Work

Jan 2015 - Jan 2021 (6 years)

Led large-scale SaaS modernization and delivery optimization with end-to-end accountability, managing 80+ engineers and a US$5M+ budget, achieving 99.9% uptime, 60% AWS cost reduction, and 70% productivity improvement.

Team Leadership AWS IaC CI CD Automation Reliability Engineering Cost Optimization

Founder & Chief Executive Officer

Mavuno Technologies

Jan 2012 - Jan 2015 (3 years)

Founded and scaled a software business, led product definition and delivery with a 15+ engineer team, and developed computer-vision-based automation testing software for early clients.

Product Management Computer Vision Automation Testing Scaling Teams Engineering Management