MOHAMMED IBRAHIM
Bengaluru
Summary
Results-driven ML Data Associate with Amazon, recognized for delivering high-quality datasets that enhanced model training and deployment. Expertise in data labeling and quality audits, combined with strong problem-solving and communication skills, led to near-zero defect rates in critical AI workflows. Awarded for outstanding performance and mentorship excellence.
Overview
2
2
years of professional experience
1
1
Certification
Work History
ML Data Associate
Amazon
Bengaluru
07.2024 - Current
- Worked on multiple mission-critical Amazon ML products deployed in live production environments, supporting large-scale AI workflows.
- Delivered production-ready datasets that improved model training accuracy and deployment reliability
- Maintained >99% quality accuracy through multi-level quality audits and detailed validations
- Reduced dataset defect rates to near zero ( by proactively identifying and correcting errors
- Managed time-sensitive deliverables under tight SLAs, achieving 100% on-time delivery across priority projects
- Collaborated cross-functionally with engineers, analysts, and operations teams on high-impact production pipelines
- Improved annotation consistency by mentoring and reviewing work of new associates, raising team quality benchmarks
- Increased rookie productivity by 30–40% within the first month through structured mentoring and training
Education
Bachelor of Commerce -
Bengaluru North University - HKBK Degree College
Bengaluru11.2023
Skills
- Data labeling and annotation
- Data quality audits and validation
- Machine learning workflow support
- Labelbox platform
- Amazon Mechanical Turk
- SQL (queries, joins, filtering)
- Advanced Excel (pivot tables, lookups, dashboards)
- Data visualization and reporting
- Critical thinking
- Time management
- Problem solving
- Effective communication
- Cross-team collaboration
- Adaptability
- Machine learning fundamentals
- AI data operations
Certification
- SAP FICO Certification - Financial Accounting & Controlling
- Advanced Excel Certification - Data Analysis, Reporting, & Automation
Domain Knowledge
- Machine Learning Fundamentals
- AI Data Operations
- Financial Accounting & Controlling (SAP FICO)
- Business Process Analysis
Achievements And Recognition
- Outstanding Performance Award - Recognized among top performers across Bengaluru Operations
- Mentorship Excellence Award - For onboarding and mentoring new rookies to productivity
- Critical Project Support Award - For exceptional contribution to high-impact and priority deliveries
Languages
English
Advanced (C1)
C1
Hindi
Proficient (C2)
C2
Urdu
Proficient (C2)
C2
Kannada
Advanced (C1)
C1
Timeline
ML Data Associate
Amazon
07.2024 - Current
Bachelor of Commerce -
Bengaluru North University - HKBK Degree College