SV
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
- RAG Knowledge Assistant
- Diabetic Retinopathy Detection
- Insurance Claims Processing (GCP)
Writing
- Apr 2026 Why I stopped using Vector Search alone? →
- Dec 19, 2023 Triplet Loss: Your Key to Unlocking the Similarities in Your Data Using TF →
- Dec 16, 2023 Demystifying Named Entity Recognition in TensorFlow →