
I have built and scaled multiple AI-powered chatbots using various large language models (LLMs), integrating them into web applications designed for real-world scalability and performance.
My approach is pragmatic and results-driven; I don’t simply input raw data into the model. Instead, I clean, structure, and develop prompt logic tailored specifically to each use case, ensuring that the chatbot delivers consistent, context-aware responses that effectively address user needs.
Most of the bots I have created serve marketplaces and performance marketing teams, helping them automate workflows, generate insights, and enhance user engagement without sacrificing control or accuracy.
