Karan Sabnani
Manager @HCLTech
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WORK HISTORY
Manager @HCLTech
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
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.
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