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Kaustubh Paul
Kaustubh Paul

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๐Ÿš€ Wrapping Up My GenAI Journey with Google Cloud & Hack2Skill: A 5-Badge Learning Adventure

"The future isn't just built on code; it's shaped by those who dare to imagine, explore, and implement."
โ€” Kaustubh Paul

Over the past few weeks, I embarked on an incredible journey with the GenAI Exchange Program โ€” a collaborative initiative between Google Cloud and Hack2Skill designed to help developers dive deep into the world of Generative AI using Gemini models, Vertex AI, and production-grade tools.

Iโ€™m proud to share that I have now successfully completed all 5 skill badges from this program โ€” each one shaping my understanding of how we can build real-world, scalable AI-powered applications.

As a representative of GDG On Campus BBIT, I took this opportunity not just as a participant, but as a learner, community builder, and explorer of what GenAI truly has to offer.

๐ŸŒŸ Why This Program Mattered

In a time where AI is rapidly evolving, itโ€™s easy to feel overwhelmed. This program offered structure, clarity, and hands-on experience โ€” no fluff, no shortcuts.

The roadmap guided us from basic prompt crafting to real app development using powerful APIs and tools like Gemini, Vertex AI, and Streamlit.

Whether you're a student, a curious tinkerer, or a developer looking to upscale, the GenAI Exchange program is one of the most valuable learning experiences out there right now.

๐Ÿ“š My GenAI Skill Badge Journey

Hereโ€™s a breakdown of all five badges I completed and the powerful lessons I took away from each:

๐Ÿฅ‡ 1. Build Real World AI Applications with Gemini and Imagen
๐Ÿ“… Date: May 8, 2025โ€ƒ|โ€ƒ๐Ÿ“Level: Introductory

This badge introduced me to the fundamentals of Generative AI, prompting, and how to create AI-driven applications with Gemini Pro and Imagen for text and image generation.

Key Takeaways:

  • Prompt engineering basics
  • Text-to-image using Imagen
  • Building end-to-end apps with minimal code

๐Ÿฅˆ 2. Inspect Rich Documents with Gemini Multimodality and Multimodal RAG
๐Ÿ“… Date: May 10, 2025โ€ƒ|โ€ƒ๐Ÿ“Level: Intermediate

Here, I explored the power of multimodal inputs โ€” using both text and images for context. The badge walked through how to extract, understand, and respond to information from rich documents using Geminiโ€™s advanced capabilities.

Key Takeaways:

  • Multimodal input parsing
  • Document ingestion & retrieval-augmented generation (RAG)
  • Handling real-world documents like receipts and forms

_๐Ÿฅ‰ 3. Develop GenAI Apps with Gemini and Streamlit
๐Ÿ“… Date: May 31, 2025โ€ƒ|โ€ƒ๐Ÿ“Level: Intermediate
_

This was my favorite badge! It combined Geminiโ€™s LLM capabilities with the fast prototyping power of Streamlit, allowing me to build and deploy an AI chatbot that could interact in real time.

Key Takeaways:

  • Full-stack GenAI app development
  • Streamlit integration with Gemini APIs
  • Real-time interaction and user input processing

๐Ÿ… 4. Explore Generative AI with the Gemini API in Vertex AI
๐Ÿ“… Date: June 5, 2025โ€ƒ|โ€ƒ๐Ÿ“Level: Intermediate

A true game-changer โ€” this badge gave me exposure to Vertex AI, Googleโ€™s enterprise-ready AI platform. I built secure, scalable, and customized LLM workflows using Gemini APIs on Vertex.

Key Takeaways:

  • Advanced prompt management
  • Deployment using Vertex AI endpoints
  • Tool calling, streaming responses, and chat history handling

๐Ÿ† 5. Develop GenAI Apps with Gemini and Streamlit (Yes, again! This time, more advanced)
๐Ÿ“… Date: May 31, 2025โ€ƒ|โ€ƒ๐Ÿ“Level: Intermediate

This badge doubled down on using Streamlit with more advanced features of Gemini, focusing on usability, interaction design, and scalability.

Key Takeaways:

  • Advanced app interactions
  • Prompt customization for specific workflows
  • Enhancing UX with GenAI interfaces

๐Ÿ’ก What I Learned Beyond the Badges

This wasnโ€™t just about earning certificates. It was about building real skills that I can now apply in:

  • Community-based AI projects at GDG On Campus BBIT
  • Personal AI prototypes
  • Industry-level app development

I now understand:

  1. How to structure prompts for context-aware LLMs
  2. When and where to use tools like Vertex AI for performance
  3. How to deploy generative features in real-world apps
  4. Why responsible AI and security are as important as innovation

๐Ÿ™Œ Why You Should Dive In Too

If youโ€™re someone:

  • Curious about AI but donโ€™t know where to start
  • Tired of theory and want to build hands-on
  • Looking to integrate AI into your startup or portfolio

This program is tailor-made for you. Each badge takes just a few hours, but the knowledge sticks with you for far longer.
The future of tech is AI-powered โ€” and nowโ€™s the time to step into that future.

๐Ÿ“ข Shoutout to the Organizers

A big thank you to Google Cloud and Hack2Skill for launching this campaign โ€” itโ€™s rare to find a free learning initiative thatโ€™s this well-designed and impactful. And to my fellow learners and community at GDG On Campus BBIT โ€” this journey was more special because of you.

๐Ÿ“Œ Closing Thoughts

I may have completed the 5 badges, but this is just the beginning. Iโ€™ll be integrating everything Iโ€™ve learned into future hackathons, open-source projects, and AI prototypes.

If youโ€™re reading this, consider it your sign to get started.

The world needs more builders. The world needs you.

Letโ€™s build the AI-powered future โ€” together.

๐Ÿ“ท Gallery of My 5 Badges:

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Badge Link: https://www.cloudskillsboost.google/public_profiles/8e8ad2b6-5613-43d3-b9c4-1ecab835cfe1/badges/15556921

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Badge Link: https://www.cloudskillsboost.google/public_profiles/8e8ad2b6-5613-43d3-b9c4-1ecab835cfe1/badges/15612448

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Badge Link: https://www.cloudskillsboost.google/public_profiles/8e8ad2b6-5613-43d3-b9c4-1ecab835cfe1/badges/15650177

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Badge Link: https://www.cloudskillsboost.google/public_profiles/8e8ad2b6-5613-43d3-b9c4-1ecab835cfe1/badges/16237224

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Badge Link: https://www.cloudskillsboost.google/public_profiles/8e8ad2b6-5613-43d3-b9c4-1ecab835cfe1/badges/16346932

๐Ÿ”– Tags:

_#GenAIExchange #GoogleCloud #Gemini #VertexAI #AI #Hack2Skill #KaustubhPaul #GDGOnCampusBBIT #Streamlit #MachineLearning #AICommunity #devto
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