Navneet Devgun (Nitu)

ML Data Associate with 3+ years of experience at Amazon, specializing in computer vision, data annotation, and machine learning support. Experienced in tools like Labelbox and SageMaker, with strong expertise in video annotation, segmentation, and data validation. Also experienced in HR operations and recruitment, with strong analytical, organizational, and problem-solving skills. Seeking global opportunities in AI/ML operations or data-driven roles.

ML Data Associate - Amazon

(2022-10)

Experienced ML Data Associate with hands-on exposure to multiple machine learning and computer vision processes supporting fulfillment center operations and model training. Used tools like Labelbox and SageMaker for annotation workflows.

• Sparrow program (Sep 2024 – Present), contributing to multiple advanced ML annotation workflows, including: Spatial ID: Performed verification and detailed annotation of product data to support model accuracy.
• In-Tote Segmentation: Segmented product totes to enhance object recognition and classification models.
• VTA (Video Tracking Annotation): Tracked object movement within video frames and annotated actions to support computer vision learning.
• Damage Detection & Prediction: Currently involved (from 27 Nov 2025) in identifying damaged items and providing high-quality labeled data to train and improve machine learning prediction models.
• Nike Gen 2 (May 2024 – Sep 2024) - Played a key role in the Gen 2 process, improving data quality, annotation accuracy, and operational efficiency over Gen 1.
• Nike Gen 1 (Oct 2022 – May 2024) - Monitored and analyzed stowing operations using video data to improve process accuracy and compliance of fulfillment center associates through video-based analysis to ensure process accuracy, compliance, and high-quality data generation for machine learning models

R&D Associate (Freelance) - Big Bear Vans, California - California

(2024-05 - 2024-06)

• Researched manufacturing setup opportunities in India across key port cities
• Conducted vendor outreach and collected data from logistics partners
• Provided cost and feasibility insights for international operations

HR Executive (Part-time) - Your Outright Global (Remote) - Remote

(2022-09 - 2023-03)

• Managed end-to-end recruitment including sourcing, screening, and onboarding
• Coordinated interviews and maintained candidate records
• Handled employee relations and resolved workplace concerns
• Supported HR operations, compliance, and payroll coordination

HR Executive - Vividhataa Diversity Hiring Consultants (Remote) - Remote

(2022-01 - 2022-09)

• Sourced and screened candidates for multiple job roles
• Coordinated interviews and managed hiring pipelines
• Assisted in onboarding and HR documentation
• Supported daily HR operations and reporting

Wealthsurance Advisor - IDBI Federal Life Insurance

(2017-06 - 2017-07)

• Assisted Individuals in selecting and purchasing Insurance policies
• Generated Business for the company by selling Insurance policies

B.SC - AGRICULTURE - Baba Farid College, Deon (2012 - 2016)

MBA - HR & MKTG - Chandigarh Business School of Administration (2016 - 2018)