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Htunn/README.md


About

Principal Architect & Advisor with 10+ years of leadership at the intersection of high-velocity cloud platforms, automated security, and data ecosystems. I translate complex technical innovation β€” GenAI, AIOps, agentic systems, and LLMOps β€” into resilient corporate infrastructure that drives business growth while maintaining strict enterprise governance.

My career is defined by spearheading organization-wide transformations, establishing global engineering standards, and acting as a technical force multiplier β€” bridging executive leadership and engineering teams to balance innovation with regulatory compliance.

As an active open-source author, I build tools that automate compliance, streamline platform delivery, and securely integrate AI with enterprise infrastructure.


What I Do

Β GenAI, Agentic Systems & AIOps

  • Secure platforms across the full AI lifecycle β€” LLMOps, MLOps, governance
  • Agentic systems with tool use, planning, memory & human-in-the-loop
  • Model Context Protocol (MCP) servers and multi-channel AI agents
  • Multi-provider LLM strategy β€” Azure OpenAI, OpenAI, GitHub Models, Anthropic, Gemini, Ollama
  • RAG, fine-tuning, evaluation, and guardrails for production workloads
  • AIOps for Kubernetes β€” detection, RCA, automated remediation

Β Platform Engineering, IDPs & SRE

  • Self-service Internal Developer Platforms that boost developer velocity
  • Vendor-agnostic multi-cloud strategy across AWS & Azure (Terraform, Ansible)
  • Container orchestration and service mesh at enterprise scale
  • SRE practices β€” SLOs, error budgets, golden paths, paved roads
  • Cost optimization and operational resilience at scale

Β Enterprise DevSecOps

  • Organization-wide secure pipelines and compliance automation (IM8, OWASP, CIS, NIST)
  • Supply-chain security (SBOM, SAST/DAST, SCA) β€” 60%+ MTTR reduction
  • Cloud security: CSPM, CWPP, CNAPP, ZTNA, SASE
  • AI/LLM threat modeling β€” OWASP LLM Top 10
  • Zero-trust IAM and passwordless authentication

Β Data Engineering & Databricks

  • Medallion architecture (Bronze/Silver/Gold) with Delta Lake & Unity Catalog
  • Batch + streaming pipelines β€” Auto Loader, Structured Streaming, Lakeflow
  • Governance at scale β€” RLS, column masking, lineage, Delta Sharing
  • MLOps on the lakehouse β€” MLflow, Feature Store, model registry & serving
  • Lakehouse-native GenAI β€” Vector Search, RAG, AI Gateway, agent tools

Β Engineering Leadership & OSS

  • Technical authority across distributed global business units
  • Mentor senior engineers; build SRE and security cultures
  • Author OSS tooling that removes dev↔ops friction
  • Translate strategy for C-suite while staying hands-on with architecture

Selected Open Source

Production-grade tools at the intersection of AI, security, and platform engineering β€” designed to be deployed inside real enterprises. Pinned and most-active repos, updated from github.com/Htunn.

AI Agents & AIOps
ProjectStarsStack / Links
offensive-ai (offsec-ai on PyPI)Stars
aiops-orchestratorStars
aiops-platform-agentStars
invoke-sunstrikeStars
InferMeshStars
simple-cicd-translatorStars
Platform, Security & Compliance
ProjectStarsStack / Links
Open-Compliance-PlatformStars
ansible-inspecStars
simple-waf-scannerStars
simple-service-busStars
simple-faceidStars
Data Engineering & ML
ProjectStarsStack / Links
Data-Engineering β€” 30 Databricks modulesStars
ml-trainingStars

Selected Impact

  • DevSecOps at scale β€” Authored automated supply-chain security (SBOM, SAST/DAST) across enterprise SDLCs, delivering 60%+ reduction in MTTR.
  • Multi-cloud strategy β€” Defined vendor-agnostic AWS + Azure architectures preventing lock-in while optimizing large-scale cloud spend.
  • Platform engineering β€” Built and scaled Internal Developer Platforms enabling self-service infrastructure, reducing deployment time by ~70% while maintaining security & compliance.
  • GenAI productionization β€” Translated AI research into governed enterprise systems with LLMOps, observability, and model risk management.
  • OSS authorship β€” Published production-grade tooling in Python, Go, and Rust spanning AI agents, compliance, and security testing.

Tech Stack

AI Β· GenAI Β· Agentic

ML Β· Data

Data Engineering Β· Databricks

Languages & Frameworks

Cloud & Platform

DevSecOps & Observability

Security & Compliance


GitHub Activity

Profile Details Repos per Language Most Commit Language

Writing

I publish hands-on, production-tested writing at blog.htunnthuthu.com β€” Tech With Htunn:

  • GenAI & agentic systems β€” beyond demos to enterprise-ready architectures
  • LLMOps & AI security β€” prompt injection, data leakage, OWASP LLM Top 10
  • Platform engineering & SRE β€” IDPs, golden paths, paved roads
  • DevSecOps & multi-cloud β€” security as code, not afterthought

Let's Connect

Open to conversations on enterprise GenAI strategy, agentic platform architecture, LLMOps & AI security, IDPs, and multi-cloud transformation β€” and to OSS collaborations at the AI Γ— platform Γ— security boundary.


Translating frontier AI into governed, enterprise-grade platforms β€” secure, observable, and built to scale.

Pinned Loading

  1. offensive-ai offensive-ai Public

    offsec-ai is a Python library and CLI that combines classic network reconnaissance with modern AI/LLM security testing.

    Python 32 9

  2. Data-Engineering Data-Engineering Public

    A demonstration of the medallion architecture pattern in Databricks, implementing Bronze, Silver, and Gold data layers using Delta Lake.

    Python 32 15

  3. aiops-orchestrator aiops-orchestrator Public

    A production-ready, multi-channel AI agent for AIOps, Kubernetes management, and automated remediation β€” built on FastAPI with support for GitHub Models and Google Gemini LLM backends.

    Python 16 3

  4. invoke-sunstrike invoke-sunstrike Public

    AI-powered penetration testing framework with dual AI-engine support: GitHub Models (GPT-4o / GPT-5) and Ollama (Gemma4, Llama 3, local)

    Go 9

  5. aiops-platform-agent aiops-platform-agent Public

    A cross-platform .NET 8 endpoint agent that runs as a Windows Service or Linux systemd service. It implements a custom Agent-to-Agent (A2A) protocol, registering with a central orchestrator and acc…

    C#

  6. InferMesh InferMesh Public

    InferMesh β€” Unified Multi-Provider Inference Gateway & Local RAG Stack

    Python 2 1