Hi, I’m Gift Akpaka. I’m a detail-oriented Data Annotation Analyst with over a year of experience labeling video, image, and text for AI and machine learning workflows. I’m known for achieving high annotation accuracy and for streamlining labeling processes to improve efficiency. I thrive in collaborative, fast-paced environments and enjoy contributing to model feedback loops through careful review and documentation. My background spans quality control and regulatory compliance, underpinned by a Bachelor’s degree in Chemistry. This combination helps me maintain rigorous data quality and safety standards while handling diverse datasets across manufacturing and media projects.

Gift Akpaka

Hi, I’m Gift Akpaka. I’m a detail-oriented Data Annotation Analyst with over a year of experience labeling video, image, and text for AI and machine learning workflows. I’m known for achieving high annotation accuracy and for streamlining labeling processes to improve efficiency. I thrive in collaborative, fast-paced environments and enjoy contributing to model feedback loops through careful review and documentation. My background spans quality control and regulatory compliance, underpinned by a Bachelor’s degree in Chemistry. This combination helps me maintain rigorous data quality and safety standards while handling diverse datasets across manufacturing and media projects.

Available to hire

Hi, I’m Gift Akpaka. I’m a detail-oriented Data Annotation Analyst with over a year of experience labeling video, image, and text for AI and machine learning workflows. I’m known for achieving high annotation accuracy and for streamlining labeling processes to improve efficiency. I thrive in collaborative, fast-paced environments and enjoy contributing to model feedback loops through careful review and documentation.

My background spans quality control and regulatory compliance, underpinned by a Bachelor’s degree in Chemistry. This combination helps me maintain rigorous data quality and safety standards while handling diverse datasets across manufacturing and media projects.

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Language

English
Fluent

Work Experience

Data Annotation Analyst at Otaku.Hugo Tech Video Annotation
April 1, 2024 - November 6, 2025
Annotated and labeled 30,000+ video clips for AR/MR training; maintained 98–99% annotation accuracy across video, image, and text data; reviewed auto-generated QA pairs against on-screen evidence and documented rationale to strengthen model feedback loops; identified high-signal moments and categorized content (Relevant/Irrelevant, Redundant/Non-Redundant, Selling Point/Non-Selling Point); enforced Safety rules and followed the defined Annotation Flow; validated ML outputs and refined classification logic based on edge cases; contributed to team IAA score improvement from 85% to 92% in 3 months; worked cross-functionally with data scientists to ensure model-ready datasets; implemented annotation guidelines that reduced rework by 25%.
Quality Control Manager at FCI Smyle Ice Cream
March 1, 2024 - March 1, 2024
Managed quality control processes for 20+ product lines with zero recalls; supervised equipment calibration and reagent preparation with 100% GMP and HACCP compliance; led QA audits and prepared regulatory documentation, improving internal compliance by 35%; trained 15+ staff on safety and hygiene protocols.
Quality Assurance / Control at Brilliant Coat Industry Ltd
July 1, 2022 - July 1, 2022
Improved production quality by daily checks, reducing defects by 30%; maintained and updated SOPs and product testing protocols; oversaw lab equipment calibration and created a traceable data system; reduced testing turnaround time by 20% by reorganizing lab workflow and reagent access; collaborated with production and logistics teams to ensure timely quality clearance and smooth dispatch of products.

Education

Bachelor of Education (B.Ed) in Chemistry at University of Lagos
January 11, 2030 - January 1, 2016

Qualifications

ALX_AFRICA- Data Analytics
August 1, 2025 - November 6, 2025
EF SET English Certificate 85/100 (C2 Proficient)
March 1, 2025 - November 6, 2025
HACCP Food Safety Training, HACCP Academy Nigeria
December 1, 2021 - November 6, 2025
Introduction to Food and Health, Stanford University (Coursera)
December 1, 2021 - November 6, 2025

Industry Experience

Media & Entertainment, Software & Internet, Professional Services