This week has been all about building and learning. I officially joined the Agentic AI Demo Challenge and started working on Forsa, an AI-powered recruitment platform. Along the way, I learned that building a real AI product is much more than prompting—it’s about solving real problems, designing good user experiences, and continuously improving through feedback. Over the next month, my focus is to: - Complete and refine Forsa. - Strengthen my AI application development skills. - Share my progress publicly and learn from the DDS community. Grateful to be part of this amazing community. Looking forward to what’s next.

This achievement is another step in my journey of learning, building, and applying AI to solve real-world problems. Throughout this challenge, I gained valuable experience, improved my technical skills, and connected with an inspiring community. A big thank you to everyone who supported and encouraged me along the way. This is just the beginning—more projects and bigger milestones are ahead! 💪 #AI #Top25 #Learning #Innovation #BuildInPublic #DDS #Skool

Happy to share that - My project, AAPL-FinSource Analyst, has been recognized among the Top 25 Finalists out of 295 participants globally in the 12th Edition of the Building AI Application Challenge by @Decoding Data Science @DDS Business Circle! 🌏 ◈ I built this app to solve a real problem: corporate 10-K filings are dense of pages of overwhelming jargon that exclude everyday retail investors from key financial insights. ✅ The Apple 10-K Financial Oracle acts as an unbiased guide: 💬 Plain-Language Chat: Ask natural questions and get instant, clear financial insights. 🛡️ Zero-Hallucinations: If a figure isn't strictly verified in the source text, the app says "Not found" rather than guessing. 🌐 Global Access: Multilingual Accessibility - to break down the language barrier. This experience reinforced that building AI is less about chasing the hype and more about securing the architecture, validating the data, and designing for the user. Deeply grateful to Mohammad Arshad sir and their entire DDS team/community for pushing us to build real, impactful solutions, providing the structure, push, and world-class mentorship to bring this concept to life! Also A Special thanks to the DDS Honest judges for their time, evaluation, and feedback throughout the challenge. 🙏 🔗 Check out here: Live App: https://lnkd.in/d24U5rkf 🗨️ Always open to feedback from AI builders, engineers, and recruiters working on LLM systems and agentic applications. ⇻ Moving now onto the next build, upgraded! #AIagents #AIBuilders #AgenticAI #AIforGood #FinTech #AIEngineering #LLMOps #BuildInPublic #RAG #GenerativeAI #DataScience #AIChallenge #HuggingFace #OpenSource #PromptArchitecture #AICommunity #AIResident #CareerDevelopment #Top25 #NextGenApps #Innovation #WorkflowAutomation #FutureOfWork

One thing I've learned recently is that building AI isn't about writing the perfect prompt—it's about solving a real problem. I've started thinking less about features and more about the user journey, feedback loops, and creating something people will actually use. Still learning every day, but enjoying the process. 🚀

It was an amazing experience filled with learning, building, and connecting with inspiring people. Thanks to the DDS team, mentors, and everyone who made this challenge memorable. Looking forward to the next one❤️‍🔥.