Fitter Health
Sole engineer across a 106-table healthcare platform, 135 passing tests, AWS delivery, and durable notification recovery.
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my name is
Available for thoughtful projects


Real problems, thoughtful decisions,
and software that gets things done.
Sole engineer across a 106-table healthcare platform, 135 passing tests, AWS delivery, and durable notification recovery.
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Designed tenant-scoped retrieval with local multilingual embeddings, 6 task templates, JWT identity, usage quotas, and grounded generation.
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Built 3 data layers, an hourly orchestration path, and a 4-table sales star schema using Kafka, Spark, Airflow, and PostgreSQL.
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Built a 3-signal hybrid recommender with separate training, versionable artifacts, FastAPI serving, and optional Redis cache.
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I like working through complex problems with people who care about the details. Have a product to build, an engineering role, or an interesting challenge? Let’s start a conversation.
SaaimOpen to full-time roles, contract work, and conversations about things worth building.