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SID-6921/README.md

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Biomedical intelligence systems for real clinical use.

About

I am currently pursuing a Master's in Biomedical Engineering.

My work centers on biomedical signal intelligence, diagnostic modeling, and production-ready health-tech workflows. Cybersecurity was a strong undergraduate hobby and still informs my approach to reliability, privacy, and resilient deployment.

Research Philosophy

  • Build beyond prototypes: prioritize deployability from day one.
  • Keep models clinically interpretable, not just statistically strong.
  • Design for reliability, reproducibility, and patient-context constraints.

Current Directions

  • Biomedical signal processing for diagnostics and monitoring
  • Machine learning pipelines for healthcare prediction tasks
  • Embedded and VLSI-assisted sensing architectures
  • Reproducible health-tech experimentation and evaluation

Academic Trajectory

  • Now: advancing biomedical ML workflows for practical clinical utility
  • Next: translating validated prototypes into robust healthcare tools

Contact

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