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Alvin M.

Alvin M.

Data Specialist/AI Data Annotator/Virtual Assistant/Psychologist/Customer Service Agent/Gender Expert

Kenya flagNairobi, Kenya

Key Skills

Software

CloudFactoryCloudFactory
HastyHasty
iMeritiMerit
MercorMercor
RemotasksRemotasks
Micro1
SuperviselySupervisely
Data Annotation TechData Annotation Tech
Internal/Proprietary Tooling
RoboflowRoboflow
SuperAnnotateSuperAnnotate
AppenAppen
CVATCVAT
HumanaticHumanatic
LabelImgLabelImg
OneFormaOneForma
SamaSama

Top Subject Matter

Technology - AI Trainer, Data Labeller, Data Collection, Data Entry, QA
Health - Psychologist, Counselling, Psychosocial Support
Customer Service - Virtual Assistant, Customer Service Agent, Social Work

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Bounding BoxBounding Box
PolygonPolygon
SegmentationSegmentation
ClassificationClassification
Point/Key PointPoint/Key Point
Object DetectionObject Detection
Text GenerationText Generation
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Question AnsweringQuestion Answering
Text SummarizationText Summarization

Freelancer Overview

I have 2 years experience in data operations, AI training, and digital support, with an educational background in psychology and gender & development studies. I work comfortably across data annotation, quality assurance, web research, virtual assistance, and customer support, with a strong focus on accuracy and efficiency. As a data specialist, I have handled complex 2D/3D image annotation, video and audio annotation to support the training and refinement of client AI models, working as QA in some projects.

Labeling Experience

iMerit Scholar

VideoVideoData CollectionData Collection

The project was about video data collection whose purpose was to train AI models to perform human actions. This was a short term project and involved two metrics, data quality and data diversity. Both metrics had a 90% expectation and failure to meet led to exclusion from the project.

2026 - 2026

Cloudfactory

ImageImagePoint/Key PointPoint/Key Point

This project involved identifying key points of animal images and tracking the skeletal structure to create a mask which labeled the identified class. I handled two types of key point annotation, one was flexible and labelling accuracy was individual specific while the other involved labelling pre-selected points in the hasty ai tool which made accuracy similar and more strict since you had to label specific organs.

2024 - 2026

Cloudworker

ImageImageSegmentationSegmentation

Conducted image annotation for a complex 2D client project to label agricultural produce. I utilized the hasty ai tool to label this data with 98% accuracy expectation to be met. This project involved identifying a key point at the centre of the produce and clicking which then created a mask label for the object class you label. The timelines and throughput were essential to task completion since the projects had phases. Failure to meet the throughput threshhold submitted an individual to a performance improvement program to monitor and foster increased performance.

2024 - 2026

Cloudworker

ImageImageObject DetectionObject Detection

Conducted image annotation for a complex 2D client project to label agricultural produce. I utilized the hasty ai tool to label this data with 98% accuracy expectation to be met. I also handled a satelite imagery project that involved labeling a variety of agricultural projects by assigning classes. The timelines and throughput were essential to task completion since the projects had phases. Failure to meet the throughput threshhold submitted an individual to a performance improvement program to monitor and foster increased performance.

2024 - 2026

Cloudworker

ImageImagePolygonPolygon

Conducted image annotation for a complex 2D client project to label lithium batteries production process. I utilized the hasty ai tool to label this data with 98% accuracy expectation to be met. The goal of the project was to help factory systems identify defective units during the production process to avoid ending up in the market. The timelines and throughput were essential to task completion since the projects had phases. Failure to meet the throughput threshhold submitted an individual to a performance improvement program to monitor and foster increased performance.

2024 - 2026

Education

K

Kenyatta University

Bachelor of Arts Leadership, Leadership

Bachelor of Arts Leadership
2019 - 2023
K

Kenyatta University

Bachelor of Arts Psychology and Gender and Development Studies, Psychology and Gender and Development Studies

Bachelor of Arts Psychology and Gender and Development Studies
2019 - 2023

Work History

N

Nyeri County Government

Social Welfare Officer Intern

Nyeri
2024 - 2025
C

Cloudfactory

Cloudworker

Nairobi
2024 - 2025