2021: I first used ArangoDB while applying for Shopify's internship program in Summer 2021. The Shopify Developer Challenge for that semester was to build an image repository to perform any kind of CRUD on images. After submitting the project, I failed Shopify's "life story" interview. So I took it to ArangoDB, presented it, and was hired as an intern in Fall 2021.
2024 - Present: Now based in Brooklyn, New York, I continue to work at ArangoDB, building software for Graph Analytics, Graph Machine Learning, and GraphRAG: docs.arango.ai/ai-suite. I also built & now lead a team of 5 junior engineers, and am responsible for ArangoDB's technical partnership with NVIDIA, maintaining embedded access. Through this partnership, NVIDIA adopted ArangoDB internally & externally (1, 2, 3).
Digital Footprint
Events
- ODSC - GraphML: Hands-on next-level Machine Learning
- Data Science Salon - Unlocking the Power of Graph-Based Retrieval and Analytics for Unstructured Data
- OPEA - ArangoDB GraphRAG Techniques on OPEA
- NVIDIA GTC - Arango brings the GenAI Edge you've been missing
- Devpost - Building the Next-Gen Agentic App with GraphRAG cuGraph
Blogs
- Accelerated, Production-Ready Graph Analytics for NetworkX Users
- Generate a Video Knowledge Graph: NVIDIA VSS Blueprint with GraphRAG on ArangoDB
- Vector Search in ArangoDB
- Re-introducing the RDF Adapter
- Introducing the PyG Adapter
- Introducing the DGL Adapter
- Introducing the NetworkX Adapter
Youtube
- Introducing The ArangoDB NetworkX Persistence Layer
- NVIDIA & ArangoDB for NetworkX
- ArangoDB Hackathon
- ArangoGraph Getting Started
- ArangoGraph Command Line
- ArangoGraphML
- NL2AQL
- LLMs with Knowledge Graph
- Arango vs. Vector Store RAG
- Introducing the DGL Adapter
- Introducing the NetworkX Adapter
- Introducing the PyG Adapter
Open Source
- Python Driver for ArangoDB
- NVIDIA Text-to-Knowledge-Graph with ArangoDB
- NVIDIA Context-Aware RAG with ArangoDB
- OPEA GenAI Components for ArangoDB
- RDF Adapter for ArangoDB
- Rust-based NetworkX & PyG Adapter for ArangoDB
- LangChain Integration for ArangoDB
- Documentation of ArangoDB
- NetworkX + cuGraph Backend for ArangoDB
- NetworkX Adapter for ArangoDB
- Pytorch Geometric Adapter for ArangoDB
- Deep Graph Library Adapter for ArangoDB
- cuGraph Adapter for ArangoDB
Personal Projects
- SpotifyKG - Playlist visualization via graphs
- PicsumVision - Image discovery via graph traversals & full-text-search
- Trigo - Trigonometry-based art with p5.js
- Elections - Voting Platform for the Computer Science Student Assocation
- cssa-aei.ca - Website of the Computer Science Student Association
- RBWiki - Rube-goldberg machine for wikipedia search