I wholeheartedly endorse Arpan for his strong initiative and evident passion in taking on tasks and projects. He consistently demonstrates a proactive mindset and willingness to contribute. As he continues to grow, I believe that sharpening communication and aligning closely with given instructions will allow him to channel his creativity even more effectively and maximize impact. With these refinements, I am confident Arpan will excel in any team or project he takes on.

I had the pleasure of working with Arpan on an AI and personalization-focused project for Culinary Compass, and I can confidently say he is an exceptional talent. Arpan demonstrated strong initiative from day one—redesigning our website using TypeScript, creating a reusable prompt system for dish recommendations, and consistently offering thoughtful, well-researched suggestions that aligned with our product goals. What truly set Arpan apart was his combination of technical skill and leadership. He showed a deep understanding of prompt engineering concepts, including perplexity, and was proactive in identifying opportunities to improve the platform. Arpan also took the lead in presenting his work and contributed meaningfully to a culture of shared learning and collaboration. His resourcefulness, professionalism, and ability to apply advanced concepts to real-world problems made a lasting impact on the project. I would highly recommend Arpan to any team looking for a driven, capable, and collaborative contributor in the AI and software space.