Typed & Talked

On stage & in writing.

When I'm not shipping AI, I'm explaining it. A running archive of the talks I've given and the articles I've written — on RAG, LLMs, computer vision, and the web underneath it all.

Talks

Dec 7, 2024 RAG with Supabase

Supabase 13th Launch Week Meetup

RAG with Supabase and pgvector

Real-time apps made simple with Supabase — a live demo and a tour of dev-first tools for building retrieval-augmented generation.

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Sep 21, 2024 LLMs Unplugged

Atyantik DevHub

LLMs Unplugged: Everyday Hacks & Cool Bots Creation

Whether you're a tech pro or just curious — a hands-on look at how AI can become a genuinely useful part of everyday life.

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Articles

Medium

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RAG with Supabase and pgvector

LLMs Unplugged: Everyday Hacks & Cool Bots Creation

Seamless AI Integration: Build Your First MCP Server with FastAPI

Understanding Self-Attention: The Core of Modern LLMs

Improving NLP-Based Database Queries

SSL Certificates: How They Secure Your Web Connections

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