Aylex Riom

Father:: BUILDING :: [ User → Product → Technical ] ::
Chief Dabbler, Dreamer & Mad Scientist.

Just another human. Don't follow me, I'm lost too...
besides, we're all just walking each other home.

Mountains in British Columbia

Featured Projects

A selection of my work spanning various technologies and domains.

AI Knowledge Graph

A vector-based knowledge management system with semantic search capabilities using Claude-3-Haiku.

TypeScript
React
Weaviate
Claude API

Alpine Expedition Tracker

Mobile app for tracking mountain climbing expeditions with GPS integration and safety features.

React Native
Node.js
MongoDB
MapBox

Distributed Systems Monitor

Real-time monitoring dashboard for microservice architectures with anomaly detection.

Go
TypeScript
Prometheus
Docker

Latest Content

Recent thoughts, explorations, and collections from my digital brain and rants.

Mar 15, 20258 min read

GraphRAG: Enhancing LLM Retrieval with Graph Relationships

An exploration of how knowledge graphs improve retrieval-augmented generation.

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Feb 28, 202512 min read

Claude 3 vs GPT-4: Comparative Analysis

Detailed performance comparison of leading large language models.

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Feb 10, 202515 min read

Vector Databases: Technical Deep Dive

Understanding the architecture and performance characteristics of modern vector stores.

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