At Gspann Technologies, I build AI-powered customer intelligence products, from entity resolution and Customer 360 systems to purchase and churn propensity models that support targeting, personalization, engagement, and retention.
I've developed GenAI applications including a Meta LLaMA 3 SQL chatbot, multi-agent validation workflows, RAG pipelines, Q&A chatbots, and multimodal product-description generation. My work uses Hugging Face, LangChain, LangGraph, LlamaIndex, Azure AI Foundry, Streamlit, and vector search to deliver context-aware production solutions.
I also build end-to-end machine learning pipelines for prediction, forecasting, and optimization. Previously at Nexline Pharma, I used analytics, segmentation, forecasting, and dashboards to identify market opportunities and contribute to a 10% revenue uplift.

