Hello

Hi, I'm Albert, a Researcher.

Work/Featured

CareFlow

  • Skills scored turn by turn against the state rubric by DeepSeek V4 Flash, server-side
  • Hybrid retrieval over the official curriculum: Qdrant for vectors, OpenSearch for lexical
  • Runs on my own k3s homelab — Next.js 15, Prisma, PostgreSQL 18.4
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Neurotech Internals

  • Attendance from photo EXIF: the client extracts capture location, a Lambda confirms it against the event within 1 km
  • Photos upload straight from the browser to S3, with SQS keeping confirmation off the request path
  • Svelte and Hono on Lambda, with DynamoDB, S3, SQS and Bedrock behind it
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Work/More

Efferent Systems — pyBCI BCI · Python · Real-time · 2026
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