I started experimenting with Generative AI in 2023 during my final year of university, when I built a RAG-based chatbot to help students access information from a large university knowledge base. Although I did not continue the project after graduation, it gave me the confidence to keep building.

Later, while creating short-form content, I experienced how time-consuming content research and scripting could be. I built Script Genie to automate parts of that workflow. The project taught me an important lesson: building a technically good product is not enough if you don't know how to reach users.

I applied those lessons when I co-founded Shikhi AI in 2025. Today, I lead the technical side of an AI-powered educational platform designed to make learning more engaging for children in Bangladesh. My journey has taught me that every project—whether successful or unsuccessful—can become the foundation for the next one.