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Nwagbo Onuoha

Nwagbo Onuoha

Project Manager - Digital Transformation

SWITZERLAND flag
Geneva, Switzerland
$55.00/hrEntry LevelInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText

Top Label Types

Question Answering
Text Generation
Prompt Response Writing SFT
Evaluation Rating
Bounding Box

Freelancer Overview

I am an experienced project manager and AI project contributor with a strong background in data annotation, model evaluation, and validation for enterprise-scale AI initiatives. My work has focused on delivering high-quality training data and supporting AI delivery operations in fast-paced, high-ambiguity environments. I am skilled at managing concurrent annotation workstreams, maintaining rigorous documentation, and ensuring data quality and compliance with evolving requirements. My expertise spans software and product development lifecycles, risk management, and stakeholder communication, with hands-on involvement in scaling annotation processes and implementing feedback loops to improve throughput and accuracy. I am passionate about driving impactful AI solutions through structured project execution and continuous improvement.

Entry LevelEnglishFrench

Labeling Experience

Drawing of bounding box

Internal Proprietary ToolingImageBounding Box
Draw a minimum of 10 bounding boxes, and ensure you capture all clear photos. Generate images with different scenes and ensure it matches with the original image. Do not stop at 10 images, ensure everyone is captured. Drew bounding boxes on all images as instructed. Quality measures: ensure that all visible images are bounded. Ensure that AI generated images are similar to the original and not in the same form as reference image

Draw a minimum of 10 bounding boxes, and ensure you capture all clear photos. Generate images with different scenes and ensure it matches with the original image. Do not stop at 10 images, ensure everyone is captured. Drew bounding boxes on all images as instructed. Quality measures: ensure that all visible images are bounded. Ensure that AI generated images are similar to the original and not in the same form as reference image

2025

Text comparison

Internal Proprietary ToolingTextQuestion AnsweringText Generation
Project scope: Text comparison between two models to ascertain which answered the question better. Prompt and response writing. Evaluate/rate between options. Specific task: Text asking which answered a questioned/described a scenario better. Giving a prompt and generating answers then you choose between options which answers best. Project size: based on project availability Quality measure adhered: based on project instructions, eg "choose between model A and B which answers the question better based on facts, format, instruction following"

Project scope: Text comparison between two models to ascertain which answered the question better. Prompt and response writing. Evaluate/rate between options. Specific task: Text asking which answered a questioned/described a scenario better. Giving a prompt and generating answers then you choose between options which answers best. Project size: based on project availability Quality measure adhered: based on project instructions, eg "choose between model A and B which answers the question better based on facts, format, instruction following"

2025

Image labeling

Internal Proprietary ToolingImageQuestion AnsweringText Generation
Project scope: Image annotation. Specific task: identify all objects in the image shown Project size: wasn't set, worked as long as project existed. Quality adhered: project based eg, ensure image is clear, real and not in cartoon form

Project scope: Image annotation. Specific task: identify all objects in the image shown Project size: wasn't set, worked as long as project existed. Quality adhered: project based eg, ensure image is clear, real and not in cartoon form

2025

Education

U

University of Geneva

Master of Science, Innovation, Human Development and Sustainability

Master of Science
2019 - 2022
F

Federal University of Technology, Owerri

Bachelor of Technology with Honours, Project Management Technology

Bachelor of Technology with Honours
2004 - 2010

Work History

A

Ajocin

Program Manager

Vernier
2024 - Present
D

Divine Technologies

IT Project Manager/Project Scrum Master

delaware
2021 - 2024