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sonikajanagill/README.md

Hi, I'm Sonika 👋

Google Developer Expert (GDE) in Cloud AI and Google Cloud
Lead Backend Engineer at VML · Data/MLOps Engineer Watford, UK

Sonika Janagill

🌐 Socials:

LinkedIn Medium Website X

What I work on

GIF

I build production AI systems at the intersection of ecommerce and Google Cloud, also as my GDE focus. My current projects span agentic commerce protocols (UCP, ACP, MCP), MLOps on Vertex AI, and enterprise agent architectures.

Day job: On MLOps platform on Vertex AI, a Large Marketing Model trained on real-time signals, and an activation layer across channels and clouds.

Tech community work: Running the VML AI Guild (250+ engineers across six countries), leading the Women Coding Community AI Learning Series, and building POCs at the edge of what agent protocols can do in commerce.

Active projects

Project What it is
agentic-commerce Multi-protocol commerce server: UCP, ACP, MCP. Buyer and merchant agents, full-duplex checkout via ADK.
Prism AI Article Agent for GDE thought leadership. Multi-agent ADK system: scouts, researches, and recommends article topics using a 3-tier content strategy framework.
AgentSkills Enterprise agent skills repo for VML AI SDLC workflows.
Arch-Lens Multimodal architecture diagram tool.

Writing

I write about agentic commerce, Vertex AI, and Google Cloud for the Google Cloud Community on Medium.

Recent and ongoing series:

  • Agentic Commerce on Google Cloud — Gemma 4, ADK, UCP, AP2, A2A end to end
  • MLOps at Scale on Vertex AI — KFP v2, federated data, LMM training

All articles are published first at sonikajanagill.com with canonicals to Medium, Dev.to, and Hackernoon.


Stack

Stack Technologies
AI/ML Vertex AI · ADK · Gemma 4 · Gemini · KFP v2 · LangChain · RAG · Vector DBs
Commerce UCP · AP2 · A2A · MCP · Shopify MCP · Merchant Centre
Cloud Google Cloud · AWS · Azure
Backend Python · Java · Spring Boot · Node.js · Terraform
Data BigQuery · Dataproc · Cloud Composer
Certs GCP Professional Architect · GCP Professional ML Engineer · Google Generative AI Leader

Community

  • Google Developer Expert — Cloud AI and Google Cloud (March 2026)
  • VML AI Guild — knowledge sharing across 250+ engineers in 6 countries
  • Women Coding Community — leading the AI Learning Series
  • GDG London — speaker and community member
  • ADK Community Calls — monthly, via Google invitation

🎓 Certifications:

GCP Professional Cloud Architect GCP Professional ML Engineer Google Generative AI Leader

📊 GitHub Stats:




⭐ "Sharing knowledge that's 80% good today is better than waiting for 100% perfection tomorrow"

LinkedIn Medium Website


Pinned Loading

  1. smart-stacks/brain-bloom smart-stacks/brain-bloom Public

    TypeScript 1

  2. mlops-factory-templates mlops-factory-templates Public

    End-to-End Google Cloud pipeline for MLOps pipelines including Composer, Dataproc and Vertex AI

    Python 1

  3. Women-Coding-Community/ai-learning-series Women-Coding-Community/ai-learning-series Public

    Build real AI apps while helping WCC

    Python 7 20

  4. AdkBot AdkBot Public

    Secure OpenClaw Alternative on Google Cloud

    Jupyter Notebook 1

  5. composer-vs-vertex-ai-pipelines composer-vs-vertex-ai-pipelines Public

    Code for article https://sonikajanagill.com/articles/composer-vs-vertex-ai-pipelines/

    Python 1

  6. agentic-commerce agentic-commerce Public

    Agentic Commerce × Google Cloud: POCs and demo monorepo