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Sumit Vaise
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Sumit Vaise

Senior ML Engineer · Scarborough, ON

9 years building end-to-end ML systems, from CNNs and medical imaging to production RAG pipelines and LLMOps on GCP and AWS. Led teams of up to 12, shipped 6 production systems across fintech, healthcare, and insurance. Open to Staff ML / AI Lead roles across Canada and the US.


Selected work

  • Advanced RAG System v2
    LangChainChromaDBBM25
  • RAG Knowledge Assistant
    LangChainFAISSHuggingFace
  • Diabetic Retinopathy Detection
    PyTorchEfficientNetMedical Imaging
  • Insurance Claims Processing (GCP)
    GCPDocument AIVertex AI corporate
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Writing

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