Really happy to share that I’m one of the 35 builders across 9 sectors selected as finalists in the Decoding Data Science Building an Agentic AI Application Challenge! I’m really proud to have Figuro included among all these amazing projects. The 8-day challenge is officially done, and I’m really happy to see how far Figuro has come. Really excited for what’s next!

I've completed the Al Accelerator bootcamp, and I'm excited to share what I built with this community! I explored Retrieval-Augmented Generation (RAG) in depth and used what I learned to create HRBuddy-a chatbot that answers questions about an organization's HR policies and code of conduct. I built HRBuddy with Llamalndex and Pinecone and deployed it on Hugging Face. Seeing it go from an idea to a working app was a rewarding step in my Al developer journey.

Wrapping up Workshop 1 in the @Decoding Data Science "AI Accelerator Bootcamp", we kicked off our project blueprint for the 'DDS HR Policy Chatbot' Agent. Before building the RAG pipeline, we mapped out the core foundations: The User & Problem: Solving employee friction in navigating dense HR handbooks and policy PDFs. The Stack: OpenAI embeddings & LLMs, LlamaIndex, Pinecone, and a Gradio interface. The Guardrail: Zero hallucinations. The bot must strictly answer from policy documents and clearly state when information isn't available. Always great to revisit foundational product thinking and refine the architecture before opening the code editor. Ready for the build phase! 💻 hashtag#Decoding Data Science hashtag#DDS Business Circle Mohammad Arshad hashtag#AIBuilders hashtag#RAG hashtag#DAY1 hashtag#GenerativeAI hashtag#LlamaIndex hashtag#HRChatbot hashtag#LLM hashtag#Python hashtag#Gradio hashtag#AIEngineering hashtag#OpenAI hashtag#ProductThinking hashtag#ContinuousLearning hashtag#BuildInPublic hashtag#Upskilling

Receiving this winner’s certificate is a proud milestone in my journey of developing ProSightAI into a fully functional, secure, and responsible Agentic AI application. A huge thank you to Decoding Data Science, the organizers, mentors, judges, and everyone in this community for the guidance, encouragement, and opportunity to learn and build alongside other AI enthusiasts. This achievement motivates me to keep improving ProSightAI, strengthen its agentic and security capabilities, and turn it into an even more impactful solution. Grateful for the journey—and excited for what comes next! 🚀🤖

True growth in AI begins the moment you stop passively consuming tutorials and start actively building. 🤖 In artificial intelligence and data science, knowledge only creates value when it's put into practice. 📢 I am honoured to share that I have officially completed the AI Builder Codex and earned my Certificate of Commitment from Decoding Data Science (DDS)! ❇️ Taking the Builder Codex Pledge is more than just completing a milestone—it is a conscious shift in mindset. It’s a commitment to move away from tutorial loops and focus on solving real-world problems through hands-on development and shared knowledge. ⁕ The framework that anchors this journey: 🔺 Identity: Defining my technical direction, strengths, and standard as an AI practitioner. 🔺 Learn: Acquiring skills with clear intent, focusing on depth and practical utility. 🔺 Build: Translating knowledge into functional tools, agents, and systems that solve actual problems. 🔺 Community: Sharing what I build openly, collaborating with peers, and elevating others in the ecosystem. 💠 The guiding philosophy behind it all is simple yet essential: Learn → Build → Share → Elevate. A sincere thank to Mohammad Arshad and the entire Decoding Data Science community for building an environment centered on action, accountability, and meaningful growth. Looking forward to sharing more of what I’m building projects and collaborating with fellow developers. To the builders in my network: What is the most effective project or habit that helped you transition from a passive learner to an active creator? Let's connect in the comments! DDS Business Circle #DecodingDataScience#AIBuilders#ArtificialIntelligence#Codex#MachineLearning#BuildInPublic#AIAgents#ContinuousLearning#TechAICommunity#GrowthMindset#AgenticAI#Gratitude#WorkflowAutomation#DDSAmbassador#AIagents#OpenAI