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Building a Retrieval-Augmented Generation Pipeline for Quarterly Earnings Reports
Overview In today’s data-driven finance landscape, extracting actionable insights from quarterly earnings reports is a challenging but...
Stephen Dawkins
Mar 315 min read
Building a Flight Price Monitoring and Analysis System Using NiFi, Kafka, Flink, and PostgreSQL
Introduction With the rising demand for real-time flight price monitoring and analysis, this case study showcases how we built a scalable...
Stephen Dawkins
Jan 153 min read
Case Study: Migrating Data Integration to AWS Cloud Infrastructure at Fintech
A few years ago, I led the migration of a critical data integration system from an on-premise environment to AWS cloud infrastructure for...
Stephen Dawkins
Jan 63 min read
Case Study: Enhancing Customer Engagement and Retention in a Digital Account Opening Platform
Background As a product manager for a bank's digital account opening platform targeting business customers, I identified a significant...
Stephen Dawkins
Jan 23 min read
College Football Data Analysis (Part 1)
Overview The objective of this project was to explore a data science application in the realm of college football. With the vast...
Stephen Dawkins
Dec 22, 20243 min read
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