Systems
Deployed systems, products, and technical infrastructure that demonstrate scaling and production capabilities.
Knowledge Systems
Founder / ProductSynapses.news Platform
End-to-end system embedding, clustering, and visualizing latent structure in news & research.
Methods: SentenceTransformers, HDBSCAN
Domain: Scientific discovery
Impact: Live platform
Production ML
Professional ExperienceKognitos LLM Error Repair Pipelines
LLM-driven exception tracing and semantic error repair in production systems.
Methods: LLMs, heuristics
Domain: Enterprise ML
Impact: +89% clarity
Production ML
Professional ExperienceDjango Feature-Flag Microservice
Scalable backend integrating LaunchDarkly for 500+ production tags.
Methods: Django, Docker
Domain: Software systems
Impact: Latency ↓35%