“Vignesh played a crucial role in advancing our AI capabilities, architecting a system that enabled us to run LLM features on our own infrastructure while maintaining strict data privacy. His expertise in educating our engineering team on LLM best practices and strategic guidance materially accelerated our AI roadmap. He helped us navigate the complexities of AI deployment and set us up for long-term success.”

“Vignesh helped us get our AI system to production within a month with an architecture designed to support future product goals we had in mind. He set us up to improve our systems over time by building an evaluation system and upleveling our team on best practices in applied AI engineering.”

“Our onboarding flow needed to capture user preferences in a natural and effective way. Vignesh experimented with generative AI approaches and developed a system that turned chatbot conversations into structured insights. His work was essential to delivering the experience we envisioned.”

“Our team needed to build a frontend interface for a conversational AI application for a large prospective customer on a tight timeline. Vignesh stepped in and integrated our chat SDK and NLX platform into a solution that could easily be productized. The solution worked to specification and was a key part of how we showcased our capabilities to the client. His ability to deliver under pressure made all the difference.”