Kim Edrich Bañares Custodio
I build automation systems that connect APIs, LLMs, and workflows — and I'm learning to think like the person trying to break them.
I'm an AI Automation Engineer and founder of Kedrich AI Automation, building systems that wire together APIs, LLMs, and workflows. I'm also a Computer Science student at Bicol University.
I'm an aspiring cybersecurity professional too — increasingly focused on the other side of the systems I build: how they get attacked, tricked, or broken. I'm building toward a security research / architecture track.
venturekedrichai.xyz
Full-Stack AI Outreach SaaS
liveUpload a prospect list — every contact gets a genuinely personal email, and nobody touches it after setup.
read case study →Security Report Automator
liveDomain in, pentest-grade PDF out — under 90 seconds, passive recon only.
read case study →Customer Support AI Agent
liveAnswers only from the real docs — and hands off to a human with full context when it should.
read case study →n8n Multi-Tool AI Agent
liveOne webhook, plain English in — the agent picks the tools and runs them. Zero if/then logic.
read case study →AI Lead Qualifier
liveHot, warm, or cold — every lead sorted, routed, and followed up in seconds.
read case study →Backend AI Engineer (Intern) — FlyRank AI
I build RAG AI systems — retrieval pipelines that make LLMs answer from real data, not guesses.
Automation Platforms
AI & LLM Layer
Languages
Backend & APIs
Frontend & App Builders
Web Scraping
Databases
CRM & Data
DevOps & Deployment
Comms & Integrations
Security findings, automation build logs, and study notes — first entries landing soon.