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sonikajanagill/README.md

Hi there πŸ‘‹ It's Sonika - A Cloud & AI Architect!

Sonika Janagill

🌐 Socials:

LinkedIn Medium Website X


I am a Lead Backend Engineer and Tech Advocate with 19 years of experience spanning Java/J2EE enterprise systems, WebSphere Commerce, and modern cloud-native AI/ML solutions. My journey has taken me from building insurance platforms to architecting scalable cloud solutions on GCP, AWS, and Azure.

As a passionate technologist, I specialize in MLOps, Generative AI, and cloud architecture, with deep expertise in Vertex AI, LangChain, RAG systems, and multi-cloud deployments. I'm a Google Cloud Professional Architect and Professional ML Engineer, with a growing interest in emerging technologies like Quantum Computing.

Beyond my technical work, I'm deeply committed to community building and knowledge sharing. Through my blogs, tech talks, and mentoring sessions, I aim to help developers navigate the exciting world of AI/ML and cloud technologies. I'm especially passionate about supporting women in tech and creating inclusive tech communities.

Whether you're building your first ML pipeline or architecting complex multi-cloud solutions, I'm here to share insights from my 19-year journey. Let's connect and build amazing things together! πŸ’»β˜οΈπŸš€

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Talking about Professional Journey:

  • πŸ”­ I'm a Lead Backend Engineer & Tech Advocate with 19 years in the tech industry.
  • 🌱 My journey: Java/J2EE Insurance Systems (2006) β†’ WebSphere/HCL Commerce (14 years) β†’ Cloud & AI/ML (Last 3 years).
  • πŸ—οΈ I architect and build production-grade AI/ML solutions, RAG systems, and AI agents across GCP, AWS, and Azure.
  • πŸ‘― Active member of GDG London, Women Coding Community (WCC), and passionate about diversity in Tech communities.
  • πŸ’¬ I share knowledge through tech talks on AI in SDLC, RAG & Embeddings, AI Agents, and QuantumAI.
  • πŸ† AWS AI Hackathon Winner (January 2025) | 7 hackathons in 2025 (GCP, AWS, ADK, Bolt, AI Agents, Kiro, 10 Years of GKE).
  • πŸ“« Let's connect: LinkedIn | Medium | Website
  • ⚑ Leading AI Learning Series with Women Coding Community and mentoring aspiring tech professionals.
  • 🎀 Spoke at GDG London IWD (April 2025) on RAG & Embeddings, and upcoming DevFest London (November 2025).
  • πŸ”¬ Exploring emerging technologies like Quantum Computing and its applications in AI.

πŸŽ“ Certifications:

GCP Professional Cloud Architect GCP Professional ML Engineer

Google Cloud Certified (2024-2025) | Passionate about building with Google Cloud technologies

🎯 Current Focus & Goals:

  • 🌍 Google Developer Group (GDG) London
  • πŸ‘©β€πŸ’» Women Coding Community (WCC) - Mentor & AI Learning Series Host
  • πŸ’‘ Women in Tech Communities
  • 🎀 GDG London IWD Speaker (April 2025) - RAG & Embeddings
  • 🎀 GDG DevFest London Speaker (November 2025)
  • πŸ† AWS AI Hackathon Winner (January 2025)
  • πŸ”¬ Quantum Computing & AI Enthusiast
  • πŸ“š 7 Hackathons in 2025 (GCP, AWS, ADK, Bolt, AI Agents, Kiro, 10 Years of GKE)

πŸ’» Tech Stack:

Google Cloud Vertex AI Terraform Docker Python LangChain Vector DBs

πŸ“Š GitHub Stats:




🌟 2025 Journey Highlights:

βœ… AWS AI Hackathon Winner (January 2025)
βœ… 7 Hackathons completed: GCP, AWS, ADK, Bolt, AI Agents, Kiro, 10 Years of GKE with Google
βœ… Spoke at GDG London IWD (April 2025) - RAG & Embeddings and AI Agents
βœ… Speaking at GDG DevFest London (November 2025)
βœ… WCC Mentor - Supporting women in tech through mentorship and AI Learning Series
βœ… Tech Talks - AI in SDLC, RAG, AI Agents, and QuantumAI (October 2025)
βœ… Building AI/ML solutions with cutting-edge technologies
βœ… Exploring Quantum Computing and its applications in AI
🎯 Goal: Contribute more to the developer community in AI & Cloud


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

Building in public β€’ Learning in public β€’ Growing together

LinkedIn Medium Website

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  1. ai_learnings ai_learnings Public

    Repo to share code about various LLM/AL/ML aspects

    Jupyter Notebook

  2. langchain_rag langchain_rag Public

    Q&A Application with Retrieval Augmented Generation (RAG) using langchain + FAISS, Streamlit

  3. Women-Coding-Community/WomenCodingCommunity.github.io Women-Coding-Community/WomenCodingCommunity.github.io Public

    Women Coding Community Project

    HTML 31 43

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

    TypeScript

  5. mlops-factory-templates mlops-factory-templates Public

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

    Python 1

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

    Build real AI apps while helping WCC

    Python 5 15