Personal projects
AI-Powered Chatbot for Customer Service
Developed and implemented an AI-driven chatbot to automate and enhance customer support experiences. The chatbot utilized Natural Language Processing (NLP) to understand and respond to customer queries, improving response accuracy and efficiency. Integrated Machine Learning algorithms to learn from past interactions, enabling the bot to provide personalized responses and resolve common issues without human intervention. Deployed across web and mobile platforms, the system handled over 70% of customer inquiries autonomously, reducing human agent workload and improving response time by 40%.
Technologies Used: Python, spaCy, TensorFlow, RNN, NLP, cloud deployment (AWS/GCP), Dialogflow.
Outcome: Increased customer satisfaction by 30%, decreased operational costs, and ensured 24/7 support availability, allowing human agents to focus on complex queries.