Case Studies
A CV scoring product that treats resumes as sensitive data — honest measurement, in-app improvement, and production discipline around privacy, access, and slow inference.
Most CV tools either over-claim what a score means or treat resume uploads as disposable, with little real access policy or operational discipline behind the model call.
A product split between interface and engine: privacy-first ingest, capability-based access, fair limits, and analysis moved off the request path.
Event-driven notification microservice that became the organization-wide standard for reliable, multi-channel delivery at scale.
Product-specific notification implementations were unreliable under load and hard to operate as a shared platform concern.
A centralized, fault-tolerant event-driven microservice with queues, retries, and clear ownership across products.
Open to engineering collaboration and roles where system design and delivery quality matter.
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