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Portfolio

Highlights from my talks, courses, and code projects in developer education, AI, and vector databases.

Courses

3
End-to-End RAG with Weaviate

End-to-End RAG with Weaviate

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DataCamp

Teaches what you need to build end-to-end RAG (Retrieval Augmented Generation) applications, including multi-modal document retrieval with multi-vector embeddings.

Weaviate Academy

Weaviate Academy

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Weaviate

A complete learning platform I designed and built from scratch, featuring structured courses teaching developers how to build AI-powered applications with Weaviate.

Vector Databases in Practice: Deep Dive

Vector Databases in Practice: Deep Dive

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LinkedIn Learning
4.7/5 (86 reviews)
7,000+ learners

A practical course teaching developers how to build and use vector databases, from creation to app integration.

Code Projects

5
馃殌

Weekend Projects

Project

Collection of experimental projects and code explorations

projects 路 experiments 路 learning
馃帹

Workshop: PDF-Driven RAG

Demo

Workshop materials for building RAG applications with PDF documents

weaviate 路 RAG 路 PDF 路 workshop 路 tutorial
馃殌

Weaviate Vibe Eval

Project

Evaluation framework for Weaviate vector search quality

weaviate 路 evaluation 路 vector-search 路 python
馃敡

Distyll

Tool

A tool for distilling and processing content

python 路 tool
馃敡

Weaviate Demo Uploader

Tool

Utility for uploading demo data to Weaviate instances

weaviate 路 demo 路 utility 路 python

Conference Talks

12

From Pixels to Insights: Vector-Based Multi-Modal PDF Intelligence

Vector Search Conference 路 Jun 2025
#multi-modal #PDF

Database Patterns for RAG: Single vs Multi-tenant Architectures

ODSC Virtual AI Builders 路 Jan 2025
#RAG #architecture

GenAI Beyond Prototyping: The Path to Production with AI-Native Databases

Big Data Europe 路 Nov 2024
#GenAI #production

Is your database designed for AI?

aiGrunn 路 Nov 2024
#AI #vector-database
Tutorial: Build AI-Supercharged RAG Apps with a Vector Database

Tutorial: Build AI-Supercharged RAG Apps with a Vector Database

Open Source Summit 2024 (The Linux Foundation) 路 Sep 2024
#AI #RAG

A Deep Dive into Vector Databases

BED-Con 路 Sep 2024
#vector-database #architecture

How to run scalable, fault-tolerant RAG with a vector database

ODSC Europe 路 Sep 2024
#RAG #scalability

A Deep Dive into Vector Databases for AI

Budapest ML Forum 路 Jun 2024
#vector-database #AI
What's in a Vector Database?

What's in a Vector Database?

AI_dev (The Linux Foundation) 路 Jun 2024
#vector-database #AI

Give your apps superpowers with an AI-native database

TEQNation 路 May 2024
#AI #vector-database
Bring AI based Search to Your Website

Bring AI based Search to Your Website

DevReach 路 Oct 2023
#AI #search

Automated tests: The next step in docs-as-code

API the Docs Conference 路 Jul 2023
#documentation #CI/CD