Robina Mirbahar

📍 Hyderabad, Pakistan  |  🥑 GDE (AI & Cloud)  |  🇵🇰 IEEE AI Caravan PK Lead  |  📚 Published Author  |  🎤 Global Speaker

AI Researcher, Cloud Solutions Architect, and Author with 6+ years of experience designing scalable multi-cloud infrastructure and building production-grade Generative AI systems. I bridge cutting-edge AI research with production engineering while empowering global tech communities and championing women in STEM.

• 🤖 Agentic AI & Generative Systems — Multi-Agent Loops · Advanced RAG · Gemma & Gemini APIs · LangGraph
• 🇵🇰 Pakistan Lead @ IEEE AI Caravan — Leading national initiatives across a global network of 94 countries
• 📚 Published Author — Author of "AI Engineering: From Classical ML to RAG & Agentic AI Systems" (2026)
• 🔬 Peer Reviewer — Women in Machine Learning (WiML) at NeurIPS 2026
• ⚖️ Official Tech Competition & Hackathon Judge — Judge for Google Cloud & Google for Developers "All Things Agentic" Hackathon on Devpost
• ☁️ Multi-Cloud Architect — Google Cloud Platform · AWS · Microsoft Azure · Kubernetes · Terraform
• 🚀 Mentor @ Google for Startups — Advising AI/ML founders on architecture and scalability
• 💜 Women Techmakers Ambassador — Chapter Lead, Hyderabad, Pakistan

Repository	Architecture & Tech Stack	Live Status
antigravity-science-plugin-cookbook	Google Antigravity Science Plugin (v1.3.1) Cookbook & 3D WebGL Biomolecular Studio - 41 Progressive-Disclosure Skills, AlphaGenome, AlphaFold, DeepMind Aeneas/Ithaca, 3D Mol* Sidecar & 3 Custom Plugins
gemini-4-argon-cookbook	Google DeepMind Gemini 4 Argon (gemini-4-argon) Cookbook & Live 3D Studio - 1M/1M Unified Token Horizon, Long-Decode Continuation Protocol, Cryptographic Thought Signatures & Pure-Python 3D Raytracer
railpulse-gemma-cloudrun	RailPulse AI (DevFest Baku 2026 Hands-On Lab) — Live Rail Tracking & Trilingual (EN/AZ/RU) Smart Dispatch Agent powered by Open-Weights Gemma, Google ADK Function Calling, Deterministic Safety Interlocks, SVG Telemetry Gauges & Cloud Run
CoThread	CoThread — Enterprise Collaborative AI Platform on Google Cloud Run, Firestore, Google ADK & MCP with Host-Sponsored Token Quotas (Project Lead: Robina Mirbahar | Co-Builder: Muhammad Hasnain)
gemma4-multilora-adk-eval	Dynamic Multi-LoRA Hot-Swapping & CI/CD Agent Evaluation (adk eval) on Cloud Run NVIDIA L4 GPUs with Gemma 4, vLLM & Cloud Storage FUSE
slothsre-napops	SlothSRE ("NapOps") — Overnight Gemma 4 & Google ADK Incident Digest Agent with OpenTelemetry gen_ai.* Spans & Sentry AI Monitoring
streamforge-event-adk	StreamForge — Real-Time Event-Driven Multi-Agent Pipelines on Google Cloud with ADK (ParallelAgent & LoopAgent), Eventarc & Pub/Sub
a2a-mcp-mesh-cloudrun	Agent-to-Agent (A2A) & Multi-MCP Mesh on Cloud Run with Gemma 4, Google ADK, Spanner Graph (GQL) & AlloyDB (pgvector ScaNN)
cloudguard-gemma-agent	CloudGuard — 6-Part Production Gemma Enterprise Agent Platform (ADK, Cloud Run GPU, Firestore, Model Armor, Vertex AI QLoRA)
cozy-ai-agent-cafe-game	Prompt Paws: The Cozy AI Agent Cafe & Bakery — 60 FPS HTML5 Canvas Simulation Game teaching RAG, Guardrails, Context Caching & Multi-Agent Loops

📘 AI Engineering: From Classical ML to RAG & Agentic AI Systems (2026)

An end-to-end practical guide bridging classical machine learning theory with modern enterprise RAG pipelines, autonomous multi-agent coordination, and resilient cloud-to-edge deployment.
👉 Available on Amazon

Technical Deep Dive	Topics & Stack	Read on Medium / DEV.to
From Ancient Epigraphy to 3D Proteins: Building Plugins, Skills & MCP Sidecars in Google Antigravity	Google Antigravity (v1.3.1), 41 Science Skills, AlphaGenome, AlphaFold, DeepMind Aeneas/Ithaca, 3D Mol* WebGL Sidecar, Reproducibility Hooks
Building a Live 3D & 1M-Token Engineering Cookbook with Google DeepMind's Gemini 4 Argon	gemini-4-argon, 1M Input / 1M Output Long-Decode Continuation Protocol, Cryptographic thought_signature, WebGL 3D Physics & Pure-Python Raytracer
Deep Dive: Autonomous Code Auditing, 40% Python Speedups & Stateful 1M-Token Agents with Gemini 4 Argon	DeepSWE v1.1 (77.9% SOTA), Multi-File Refactoring, Gemini Interactions API (client.interactions.create), Thought Signatures
SlothSRE (NapOps): An Overnight Gemma 4 & ADK Agent That Compresses 418 Lines of 3 AM Alerts into a 2-Line Morning Digest	Gemma 4, Google ADK, OpenTelemetry gen_ai.* Spans, Sentry AI Monitoring, Cloud Run Jobs
Comic Studio AI: Turning Voice & Text Prompts into 4-Panel Comics with Google AI Studio, Gemini & Imagen	Google AI Studio, Gemini Multimodal & TTS, Imagen, FastAPI, Google Cloud Run
Building Production-Ready Open-Weights AI Agents with Gemma, Google ADK, and Cloud Run GPUs	Gemma Open-Weights, Google ADK, NVIDIA L4 Cloud Run GPUs, Model Armor, Vertex AI QLoRA
Event-Driven Multi-Agent Pipelines on Google Cloud with ADK, Gemma 3 and Eventarc	Google ADK (ParallelAgent & LoopAgent), Gemma 3, Cloud Eventarc, Pub/Sub, Cloud Run
I Built a Cozy 60 FPS AI Agent Bakery Game (Built with Gemma 4 & Antigravity) to Teach RAG & Guardrails	Gemma 4, Google Antigravity, HTML5 60 FPS Simulation, RAG, Context Caching, Multi-Agent Loops
Architecting Autonomous Lakehouse Agents: Governed Iceberg Analytics with Gemini 2.5 Flash and BigLake	Gemini 2.5 Flash, BigQuery BigLake, Apache Iceberg, Autonomous Data Agents
FreelanceShield AI: Local Open-Weight Gemma Scope Creep Detector & TabPFN Invoice Risk Forecaster	Local Open-Weight Gemma, TabPFN Tabular Foundation Model, FastAPI, Privacy-First AI
Design a Fashion Collection with Vertex AI Imagen 3 & Gemini 2.0	Google Cloud Vertex AI, Imagen 3, Gemini 2.0 Multimodal Generation
Integrating Duet AI into Development Workflow: A Practical Developer Guide	Google Cloud Duet AI / Gemini Code Assist, Cloud Workstations & IDE Productivity
Shine on Your AWS Journey: A Practical Guide to Becoming an AWS Community Builder	AWS Community Builders, Cloud Architecture & Technical Writing
Best Practices for Seamless EKS Cluster Upgrades with Fargate & S3 Data Lake Migration	Amazon EKS, AWS Fargate, Kubernetes Upgrades, AWS Transfer Family

• 🏅 Winner: Cross-Cutting Leader (Women in Tech / Community / Global Impact)
  

• 🏅 Winner: Future Leaders Award 2025 (Global Impact Creator)
  

• ✅ Google Developer Expert (GDE) in AI & Cloud
  

• ✅ Pakistan Lead — IEEE Computer Society R8 AI Caravan (2026) (Spanning 94 Countries)
  

• ✅ Peer Reviewer — Women in Machine Learning (WiML) @ NeurIPS 2026
  

• ✅ Google Cloud Champion Innovator — Pakistan's First and Only
  

• 🛡️ CompTIA Subject Matter Expert (SME) & Technical Trainer
  

• ✅ Google Cloud Professional Cloud Architect
• ✅ AWS Certified Solutions Architect – Associate
• ✅ Microsoft Azure Solutions Architect Expert
• ✅ Linux Foundation Certified Kubernetes Administrator (CKA)

As the Women Techmakers Ambassador for Hyderabad, I lead community initiatives to make women in technology more visible, supported, and equipped to lead.

• Comic Studio AI - Multi-Agent Comic Generator powered by Google Gemini API. Creates full stories, consistent character layouts, and multi-language panels. Built with FastAPI and deployed on Google Cloud Run.
  

• Vertex AI Imagen 3 Studio - Studio-quality AI image synthesis and fashion collection design pipelines using Google Cloud Vertex AI Imagen 3, Gemini, and Google Colab.
  

• AI Code Debugger Pro - Automated Python static analysis, bug detection, and Gemini-assisted refactoring studio (Live App).
  

• AWS Cloud Solutions & Architecture - Cloud architecture blueprints, serverless data lakes, and production infrastructure patterns across AWS and Google Cloud.
  

• Azure Administrator Study Guide (AZ-104) - Hands-on enterprise governance, virtual networking, and Kubernetes administration labs on Microsoft Azure.
  

An active portfolio of international and national speaking engagements, hands-on Google Cloud & AI workshops, and official sessions on @RobinaCodesAI and @womentechmakerhydpakistan:

"Empowering women in tech, one line of code at a time."