Open to opportunities

Lucy Mumbua

@lucymumbua

Message

Detail-oriented Data Annotator with 6 years of experience.

Kenya

Message

What I'm looking for

I am looking for opportunities that allow me to leverage my data annotation skills in AI and machine learning projects, preferably in a collaborative environment that values innovation and quality.

I am a detail-oriented Data Annotator with over six years of experience in data labeling, AI model training, and dataset management. My expertise lies in image, video, and text annotation using advanced tools such as bounding boxes, polygon segmentation, and LiDAR labeling. I have a proven ability to enhance AI model performance through high-quality, accurate annotations, and I am passionate about contributing to AI advancements and automation.

Throughout my career, I have specialized in various annotation tasks, including text, image, and video annotation to support AI and machine learning model development. At Avala and Supahands, I maintained high-quality data standards and met project deadlines efficiently, achieving over 99% accuracy in my annotations. My role at Remotasks involved executing complex 2D and 3D annotation tasks, where I labeled over 10,000 images, significantly enhancing AI model efficiency.

I thrive in collaborative environments, having worked with remote teams to optimize annotation workflows and improve overall efficiency. My commitment to data integrity and confidentiality ensures that I consistently deliver high-quality results that meet the demands of fast-paced projects.

Experience

Work history, roles, and key accomplishments

Current

Data Annotator

Current

Supahands

Jan 2024 - Present (1 year 6 months)

Focused on room segmentation and footwear segmentation for AI training models. Processed and verified large datasets while maintaining 99% accuracy and strict data privacy protocols.

Footwear Segmentation AI Training Data Verification Data Privacy

Current

Data Annotator

Current

Avala

Sep 2024 - Present (10 months)

Specialized in text, image, and video annotation to support AI and machine learning model development. Utilized advanced tools like bounding boxes and polygon annotation to ensure precise data labeling.

Annotating Bounding Boxes Polygon Annotation Data Labeling AI Development

Senior Data Annotator

Remotasks

May 2019 - Mar 2023 (3 years 10 months)

Executed 2D and 3D annotation tasks, including LiDAR annotation and object detection. Labeled over 10,000 images with a 98% accuracy rate, enhancing AI model efficiency.

3D Annotation Object Detection Image Labeling Bounding Boxes

Education

Degrees, certifications, and relevant coursework

Kenyatta University CISCO Networking Academy

Cisco Certified Network Associate (CCNA), Networking

Completed the Cisco Certified Network Associate (CCNA) program, gaining expertise in networking fundamentals. This certification enhanced my understanding of network infrastructure and protocols.

Kolping Vocational Training Centre

Certificate, Computer Studies

Acquired foundational and advanced computer skills through dedicated studies. This program provided a strong base in various computer applications and concepts.

RITA Africa Bootcamp

Certificate, Python Programming

Completed a Python Programming Certificate program, developing foundational skills in Python. This training equipped me with basic programming knowledge for data handling and automation.

AI Career Essentials Program

Certificate, Artificial Intelligence

Completed the AI Career Essentials Program, gaining fundamental knowledge in artificial intelligence concepts. This program provided essential insights into AI applications and career pathways.

Introduction to SQL

Certificate, SQL

Obtained an Introduction to SQL Certificate, learning the basics of structured query language. This certification provided skills in database management and data retrieval.