I architect ML pipelines, wrangle LLMs into production, and build data systems that actually scale. Currently building matchloom.ai
AI-powered matching platform — semantic profile analysis, intelligent recommendations, and real-time matching.
matchloom.ai/JonAI-powered intelligent matching platform. Semantic profile analysis using LLMs, real-time recommendations, async Celery workflows, Redis-cached matching engine, and a FastAPI backend deployed on AWS ECS Fargate.
Custom ML framework for training, evaluating, and deploying models with automated retraining pipelines and drift detection.
End-to-end pipeline processing streaming events with Kafka, transforming via DBT, warehousing in Snowflake.
// your best score is saved locally