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Full stack and AI solutions engineer. I build software and automation that make businesses run faster, and write about the engineering behind it.

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The blog

Thoughts on building software

Long form thinking on architecture, debugging, AI in production, and the messy intersection of code and business. The trade-offs, failures, and decisions that do not fit into tutorials.

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Showing 4 of 4 articles
Build an AI Agent to Automate a Real Task
AI Development · 13 min read
1 weeks ago

Build an AI Agent to Automate a Real Task

An AI agent is not a chatbot, it is an LLM in a loop that reasons, calls tools, and works until a task is done. This technical guide builds a real inbox-triage agent step by step, with tool schemas, the agent loop, permissions, and production guardrails.

ai agentagentic aitool use+5 more
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Screen Job Applications Faster With AI Shortlisting
AI Development · 10 min read
3 weeks ago

Screen Job Applications Faster With AI Shortlisting

A single open role can draw hundreds of applications. This guide shows how AI resume screening ranks candidates on job-relevant criteria, with the fairness safeguards and human oversight that responsible hiring demands, so your team spends its time on the strongest few.

ai resume screeningai hiringcandidate screening+5 more
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Predict Customer Churn and Win Them Back With AI
AI Development · 9 min read
1 months ago

Predict Customer Churn and Win Them Back With AI

Most customers leave quietly, without a complaint. This guide shows how AI predicts customer churn from the small signals that come before someone cancels, then drafts a personal win-back message, so your team can act while there is still time.

customer churnchurn predictioncustomer retention+5 more
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Qualify and Follow Up on Sales Leads With AI
AI Development · 10 min read
1 months ago

Qualify and Follow Up on Sales Leads With AI

Most sales leads go cold because the reply comes too late. This guide shows how AI lead qualification scores each lead the moment it arrives, drafts a personalized follow up for your team to review, and makes sure the best leads get answered first.

crmllmai lead qualification+5 more
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