AI & ML Infrastructure on Elixir/BEAM
Building core AI and ML infrastructure libraries primarily on the BEAM platform. Creator of Crucible Framework for LLM reliability research.
Crucible Framework - LLM Reliability Research
A platform for conducting reproducible experiments on large language model reliability, built on Elixir/OTP. Goal: Building towards 99%+ LLM reliability through ensemble voting and request hedging.
Documentation hub & research framework for LLM reliability experiments
View on GitHub โStatistical testing & analysis (15+ tests, effect sizes, power analysis)
View on GitHub โUnified interface to benchmark datasets (MMLU, HumanEval, GSM8K)
View on GitHub โInteractive Phoenix LiveView demos showcasing all framework components with mock LLMs
View on GitHub โAI Agent Orchestration & Multi-Agent Systems
Synapse: Elixir-powered AI agent orchestration, built on the battle-tested principles of Erlang/OTP
View on GitHub โDSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimizer
View on GitHub โAI SDKs & API Clients
Elixir Interface / Adapter for Google Gemini LLM, for both AI Studio and Vertex AI
View on GitHub โAI Infrastructure & Utilities
GEPA (Genetic-Pareto) optimizer combining LLM-powered reflection with Pareto search to evolve text-based system components
View on GitHub โConfiguration-driven Python library integration for Elixir - auto-generate type-safe wrappers for any Python library
View on GitHub โModern Elixir client for Weaviate vector database with health checks and friendly error messages
View on GitHub โA practical, multi-layered JSON repair library for Elixir that intelligently fixes malformed JSON strings
View on GitHub โHigh-performance, generalized process pooler and session manager for external language integrations. Orchestrates Python from Elixir
View on GitHub โSchema & Data Validation
A powerful, flexible schema definition and validation library for Elixir
View on GitHub โDeveloper Tools & Debugging
Revolutionary AST-based debugging and code intelligence platform for Elixir
View on GitHub โA Phoenix LiveView performance monitoring dashboard for tracking slow endpoints and database queries
View on GitHub โOTP & Distributed Systems
Metaprogramming framework for automatic REST API generation from OTP processes
View on GitHub โTesting & Quality Assurance
A battle-hardened testing toolkit for building robust and resilient Elixir applications
View on GitHub โInfrastructure & Observability
Cloud & Edge Computing
Elixir libraries for Cloudflare edge computing services. Battle-tested for production
View on GitHub โCloudflare Durable Objects and Calls for Phoenix Framework
View on GitHub โBrowser & Platform Integration
Utilities
Download high-quality audio from YouTube as MP3 files using Elixir
View on GitHub โTech Stack
Specialties
- Distributed systems & fault tolerance
 - AI/LLM infrastructure & reliability
 - Functional programming & metaprogramming
 - Statistical analysis & experimental design
 - Developer tools & productivity