At ADDOAI, I developed machine learning and generative AI solutions for customer interactions, including NLP models for chatbots and voice assistants that increased customer satisfaction by 30%.
I built a document-based chatbot with LangChain and Streamlit that reduced query handling time by 40%, and created an agentic workflow with custom LangChain tools that improved customer support efficiency by over 30%. I also developed a drift detection pipeline and an automatic feature selection pipeline for lead scoring.
At INFORMATIONTECHNOLOGY UNIVERSITY, I developed Gene Network Graph model variations and a negative sampling strategy that improved gene interaction model accuracy by 5%. My projects include RAG-based document analysis, legal technology, and a virtual general physician assistant.
