SinWick AI
Product Manager
Sep 2022 — Present
Bengaluru, KA
- Owned the end-to-end pipeline — document ingestion, CV segmentation, AI grading, instructor release — across ML, backend, QA and CS, processing 120,000+ submissions.
- Prioritized roadmap with RICE, unblocked ML/eng dependencies via weekly standups and design reviews: 3x faster grading, 99.4% accuracy.
- Ran faculty and academic-admin stakeholders with MoSCoW, turning competing requirements into a phased release plan — 92% improvement in learning outcomes.
- Defined compliance and data-governance requirements for student records and PII under Canadian privacy law; shipped privacy-by-design and IAM-style granular access controls.
- Built OKR dashboards on accuracy, turnaround and volume to catch model errors before customers did.
- Maintained PRDs and version-change logs for traceable releases and clean handoffs.
- Ran competitor and market research across AI-grading and EdTech assessment tools to sharpen positioning.