Sarabjeet Singh
“Transforming ML Operations with Efficiency, Automation & Scalable LeadershipManager-II- ML Data Operations- Global Operations AI @ Amazon | Leadership, CSM, Scrum
- Role
- Manager-ii- Ml Data Operations- Global Operations Artificial Intelligence at Amazon
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Sarabjeet Singh
With over a decade of experience, I lead Amazon\'s Global AI Operations as Manager-II ML Data Operations, specializing in orchestrating machine learning workflows and scaling HITL (Human-in-the-Loop) systems. My role involves managing a 100+ member team across multiple sites, ensuring high-quality ML data annotations and operational excellence. Passionate about advancing AI-driven solutions, I focus on enhancing ML model performance, achieving accuracy targets, and optimizing operational workflows. My work is underpinned by leadership, Scrum practices, and a commitment to delivering measurable impact in the AI and ML domain.
Experience
Manager-ii- Ml Data Operations- Global Operations Artificial Intelligence
Jun 2024 — Present · Gurugram, IN
Leading Amazon\'s Global AI Operations initiatives:• Orchestrate ML operations for 100+ member team across multiple sites, achieving 99.78% accuracy in ML data annotations• Spearheaded Cardinal program transition from R&D to production HITL, exceeding accuracy targets (91% vs 85%)• Scaled annotation operations by 141%, delivering 63,625 high-quality ML training data points• Led successful implementation of multiple ML model pilots- AFT-MERG: Delivered annotations with 90% Inter-Operator Agreement - NLQ Model: Achieved $595K annual cost savings - USP defect detection: Processed jobs (38% above target)Key Achievements:• Improved site accuracy from 97.59% to 98.30% through data-driven process optimization• Developed ML operations handbook, achieving 70+ weekly engagement• Automated business reviews using Perfect Mile tool, saving $13,300 annually• Leadership scores: 4.3/5 Manager Skill (82% favorability), 4.4/5 LP Score (91% favorability)
Education
IILM
Master of Business Administration (MBA), Marketing and Operation Management
2013 — 2015
KIIT College Of Engg.(MDU)
Bachelor of Technology (B.Tech.), Electrical and Electronics Engineering
2008 — 2012
Summer Fields School,Gurgaon
Physics
2007 — 2008
Skills
- Market Research
- Logistics Management
- Marketing
- Business Development
- Microsoft Office
- Management
- Teamwork
- Team Management
- Business Strategy
- Microsoft Excel
- Powerpoint
- Marketing Management
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