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Projects

Welcome to the Project page.  Here, you'll find a selection of projects focused on mobility optimization, telecom audits, and cost analysis, many of which incorporate AI and automation to drive efficiency and insights.  These projects reflect my commitment to using data-driven strategies to solve complex business challenges and deliver measurable results. 

AI Powered Insights

This project uses AI to automatically generate clear, actionable summaries from complex telecom audit data.  By integrating GPT-4 with monthly audit reports, it identifies key trends, cost changes, and usage shifts, instantly answering questions like "what changed?" or "should we care?"  The result: faster insights, reduced manual effort, and more time for strategic work.

ChatGPT Image Aug 5, 2025, 09_07_19 PM.png

Invoice Note Alert 

This project applies Natural Language Processing (NLP) to categorize invoice notes, identifying specific subcategories like service types and charges.  Its goal is to enhance customer notifications, alerting them to critical billing details and insights.

DALL·E 2023-11-09 19.49.28 - A sleek and elegant digital illustration that symbolizes a Na
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