Writing
Notes & essays
Thoughts on fullstack development, automation, and AI engineering.
Building Rise AI for the Google Chrome Built On-Device AI Challenge 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.
Chrome · Google · Chrome Extenstion · Ai · Prompt API · Resume · Jobs
Real-Time Email Categorization with AI: A Friendly Guide for Busy Teams
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.
Automations · Zapier · Email · Gmail · Open AI
Database Talking back? Building a CDC Pipeline with Spring Boot, Embedded Debezium & Postgres
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.
Database · Springboot · PostgreSQL · Data Streaming · Debezium · Backend