Aravind HU

Platform Engineering & Agentic AI Leader

Evolutionary Architecture • Platform Engineering • Agentic AI • Developer Experience

Executive Summary

Senior Engineering & Platform Leader with 17+ years spearheading, architecting, and scaling cloud-native platforms, internal developer platforms (IDPs), and AI-native engineering ecosystems across regulated healthcare, construction lifecycle systems, and high-scale SaaS. Proven track record of transforming delivery velocity, stabilizing reliability, and elevating developer experience through platform engineering, DevOps, and shift-left quality — now driving agentic AI and AI-assisted development into the software lifecycle, so that agents become first-class participants in delivery, held to the same mechanically enforced quality gates as the engineers they work alongside. Hands-on for the past two years with AI harness engineering and retrieval-augmented (RAG) knowledge systems — building the tooling, context strategy and guardrails around the model, deliberately across Claude, GitHub Copilot and local runtimes rather than betting on a single vendor.

Impact at a Glance

Platform engineering, developer experience — and now agentic, AI-native delivery

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Years Experience
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% Faster Releases
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+ Platforms Deployed
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Organizations Led

Products & Platforms in Production

Philips HealthSuite Patient Monitoring Platform

Healthcare • Cloud-Native Platform

Live in Production

Enterprise healthcare monitoring platform serving regulated medical environments globally.

SAP Concur Travel & Expense Platform

Enterprise SaaS • High-Scale

Live in Production

Global expense management platform serving Fortune 500 companies with millions of transactions.

Oracle Aconex

Construction Lifecycle • Collaboration

Live in Production

Leading construction project management platform used in major infrastructure projects worldwide.

Polar 3D

3D Printing • Cloud Platform

Live in Production

Cloud-based 3D printing management platform for educational and commercial environments.

Parking Company of America

Parking Management • Operations

Live in Production

Parking operations and management platform serving multiple facilities across North America.

Crossroads Church Cincinnati

Community Platform • Giving

Live in Production

Digital giving and community engagement platform serving one of America's largest churches.

Jobsite.co.uk

Job Board • Recruitment Platform

Live in Production

Leading UK job board connecting employers with job seekers across multiple industries and sectors.

RASA Network Analyzer

Network Analytics • IoT Platform

Live in Production

Network performance monitoring and analytics platform for enterprise infrastructure optimization.

Open Source & Community

Roslyn Analyzers

philips-software/roslyn-analyzers

Code Quality C# Static Analysis

Custom Roslyn analyzers for enforcing code quality standards and best practices in .NET applications.

Open Source Active

Cerberus

philips-software/cerberus

Security Compliance Governance

Security and compliance automation tool for enforcing organizational policies and guardrails.

Open Source Active

calculator-with-llm-wiki

aravind666/calculator-with-llm-wiki

Agentic AI .NET 10 Autonomous Delivery

A self-driving repository — a reference implementation of an autonomous delivery loop. A human writes a requirement as a GitHub issue; agents write the failing test, implement it, review the pull request and merge it. CI mechanically verifies test-first development by checking out the test-first commit in a git worktree and requiring the suite to fail there, and agents are structurally forbidden from editing the gates that judge them. It also carries a Karpathy-style LLM Wiki knowledge layer that is maintained rather than regenerated.

MIT Licensed 93.75% mutation score Active
View All Contributions on GitHub

Core Capabilities

Platform & Engineering Leadership

Platform Engineering Strategy • Platformization • Engineering Governance • Operating Models • InnerSource Enablement

Developer Experience & Productivity

Internal Developer Platforms (IDP) • Backstage • Golden Paths • Developer Self-Service • Cognitive Load Reduction • Feedback Loop Optimization • DevEx Measurement & Research

Cloud & Architecture

Cloud-Native Architecture • Microservices • Distributed Systems • Scalability & Reliability Engineering

Agentic AI & AI-Native Engineering

Agentic Workflows • AI Harness Engineering • RAG & Retrieval Systems • Claude & GitHub Copilot Adoption • Multi-Model & Local LLM Runtimes • AI-Native Engineering Platforms • Intelligent Internal Developer Platforms

Evolutionary & Continuous Architecture

Evolutionary Design • Domain Driven Design • Continuous Architecture • Distributed Systems

Professional Journey

PHILIPS

Senior Software Architect

2019 – Present

Healthcare Platforms & Digital Solutions | Bengaluru, India

  • Spearheaded platform engineering for regulated healthcare products
  • Established enterprise Internal Developer Platform (IDP) with Backstage
  • Institutionalized InnerSource practices across organization
  • Nearly halved release cycles through shift-left quality practices
  • Pioneered AI-assisted development, driving adoption of both Claude and GitHub Copilot across engineering teams
  • Extending the IDP toward an AI-native engineering platform, embedding AI assistance into golden paths and developer self-service
  • Driving agentic workflows for the software lifecycle — agents proposing, implementing and reviewing change behind mechanically enforced quality gates
  • Hands-on AI harness engineering for the past two years — tool boundaries, context strategy, evaluation and guardrails around the model, rather than prompting alone
  • Building RAG-based engineering knowledge systems so architectural context stays retrievable by engineers and agents alike, instead of being re-derived

SAP CONCUR

Senior Software Development Engineer III

Mar 2018 – Nov 2019

Enterprise Expense Management SaaS | Bengaluru, India

  • Engineered high-volume SaaS platforms for global enterprises
  • Improved performance and stabilized reliability at scale
  • Built foundation in operational excellence and production-grade systems

EARLIER ROLES

Engineering & Leadership Positions

2009 – 2018

Aconex • GlobalEdge (IoT) • CoStrategix • Wisdomleaf • Design Esthetics

  • Progressed from hands-on engineering to module leadership
  • Delivered APIs, cloud infrastructure, DevOps automation, IoT platforms
  • Established full lifecycle ownership and delivery excellence

Key Impact Highlights

Enabled platformization and developer self-service

Reducing dependency on central teams

Transformed delivery pipelines

Through CI standardization and shift-left quality

Accelerated engineering productivity

Through intentional DevEx and IDP strategy

Scaled across regulated environments

Healthcare, construction, and enterprise SaaS

Driving agentic, AI-native engineering

From AI-assisted development to agentic delivery loops governed by automated quality gates

Technical & Leadership Foundation

Cloud & Cloud-Native CI/CD & DevOps Microservices Distributed Systems Platform Tooling Backstage Internal Developer Platforms InnerSource Golden Paths Developer Experience Engineering Effectiveness Cognitive Load Reduction Claude GitHub Copilot Antigravity Jan AI / Local LLM Runtimes AI-Assisted Development Agentic Workflows AI Harness Engineering RAG Systems AI-Native Platforms Engineering Knowledge Systems Evolutionary Architecture Domain Driven Design Security & Compliance Healthcare Platforms Engineering Governance Team Leadership Stakeholder Management Architecture Strategy

Let's Connect

Open to senior leadership roles focused on platform engineering, architecture, and agentic / AI-native engineering. Frequently engaged as a platform strategy advisor and engineering thought partner.

Get in Touch