Karan Sabnani
Experienced Operations & Quality Manager | Computer vision, AI/ML, GENAI Labelling, Annotation Projects | LSSGB | Expertise in KYC & ID Verification | Expertise in Transaction Quality
- Role
- Manager at HCLTech
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About Karan Sabnani
Strategic operations and quality leader with 10+ years of experience driving large-scale AI/ML annotation, e-commerce, and KYC verifcation projects. Proven track record in managing 500+ FTEs across multi-location teams, designing end-to-end delivery systems, and scaling projects from pilot to multi-million-dollar engagements. Adept at deploying automation, building quality frameworks, and applying Lean Six Sigma and SAFe® principles to optimize accuracy, reduce rework, and boost customer outcomes. Recognized for transforming complex, fast-changing processes into stable, scalable delivery models—contributing over $3M in revenue growth. Passionate about driving data-driven decisions, continuous improvement, and client success in tech-enabled environments.
Experience
Manager
Nov 2025 — Present · Bengaluru, IN
Quality and Governance Manager Define HITL review architecture (L0 → L4 structure)Create quality rubrics (factual accuracy, precision, recall, safety, instruction adherence)Define escalation matrix for edge casesEstablish audit mechanisms & sampling strategyRisk assessment (FMEA for annotation workflows)Align governance with client KPIs & regulatory requirementsReduce rework & review fatigue
Education
S S Jain Subodh P G College, Jaipur
Bachelor of computer application
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