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Umar Salim@umar12
is under improvement
3
Events attended
1
Submissions made
Pakistan
4 years of experience
About me
Umar Salim Electrical Engineer | Passionate ML Engineer | Data Science Enthusiast I am an Electrical Engineer with a strong passion for machine learning. I have extensive knowledge in data science, with full command over deep learning, computer vision, natural language processing, chatbot development, and time series prediction. I am always eager to apply my skills to solve complex problems and develop innovative solutions. Could you connect with me on https://www.linkedin.com/in/salimumar/ and explore my projects on https://github.com/u-khan902/
is under improvement
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🤓 Submissions
AI-Driven Tool Calling Precision Chatbot
The AI-driven chatbot is designed to enhance customer service in retail environments. By integrating a fine-tuned xLAM adapter with the xLAM model using PEFT, the chatbot delivers precise, reliable responses through tool-calling functions. This system leverages predefined SQL functions to query and analyze synthetic retail data, ensuring accuracy and minimizing the risk of AI hallucinations. the chatbot operates through a user-friendly Streamlit interface, which not only facilitates seamless interactions but also maintains a record of previous conversations for improved customer support. This combination of advanced AI and robust tool integration offers an effective solution for managing and responding to retail inquiries.