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Thoughts on fullstack development, automation, and building better software

Building Rise AI for the Google Chrome Built On-Device AI Challenge 2025

November 1, 2025

Resume in Seconds (Rise AI) lives as a Chrome extension that floats quietly at the bottom of any job listing. Tap it once and you get a friendly panel that remembers your professional profile: experience, projects, skills, education, even certification blurbs.

ChromeGoogleChrome ExtenstionAiPrompt APIResumeJobs

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Real-Time Email Categorization with AI: A Friendly Guide for Busy Teams

October 28, 2025

This guide shows you how to build a compassionate, real-time triage workflow using Gmail, Zapier, and OpenAI. The goal is simple: get every new email in front of the right teammate within seconds, without adding headcount or complicated infrastructure.

AutomationsZapierEmailGmailOpen AI

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Database Talking back? Building a CDC Pipeline with Spring Boot, Embedded Debezium & Postgres

October 22, 2025

If you’ve ever needed to track when users log in, sync profile updates to other systems, or trigger actions based on live data then Change Data Capture (CDC) might just become your new best friend.

DatabaseSpringbootPostgreSQLData StreamingDebeziumBackend

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