Pragathi Kamatam
AI-Powered Presentation Designer | Excel Dashboard &Business
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Title : Loan Approval Prediction System
Description : Developed a machine learning-based Loan Approval Prediction System that helps financial institutions assess loan eligibility using applicant information such as income, education, employment status, loan amount, credit history, and marital status. The project includes data preprocessing, feature engineering, model training, and an interactive web interface for real-time predictions. The solution enables faster and more consistent loan approval decisions through data-driven analysis.
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Title : AI-Powered RAG Knowledge Assistant
Description : Built a Retrieval-Augmented Generation (RAG) application that combines document retrieval with Large Language Models to provide accurate, context-aware responses. Designed to improve information access, knowledge management, and AI-powered search experiences.
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Title : Customer Sales Analytics Dashboard
Description : Performed sales analysis using SQL and Excel to identify revenue trends, customer behavior, and business insights.
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Title:AI-Powered Market Trend Assistant Proposal
Description: Developed a business proposal for an AI-powered Market Trend Assistant designed to automate market research, trend detection, competitor analysis, and business intelligence reporting. The project includes solution architecture, business value analysis, implementation roadmap, and ROI considerations. Created a professional presentation for executive stakeholders and decision-makers.
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