Samuel “.

Key Skills

Software

Other

Toloka

Sama

Remotasks

OneForma

iMerit

Clickworker

Top Subject Matter

AI training, editing, annotations, Quality assurance, segmentation, Image and text

Transcription, translation, languages

High-volume data entry and digital workflow optimization

Top Data Types

Text

Image

Video

Top Task Types

Prompt + Response Writing (SFT)

Data Collection

Object Detection

Text Generation

Text Summarization

Transcription

Segmentation

Freelancer Overview

An experienced AI trainer in data annotation and data labeling (Handshake AI projects) with over 3 years experience in giving accurate output and has worked to date as a freelancer in Gemini and Claude AI training assignments in quality assurance checks, reviews and project marking.

Labeling Experience

AI & Machine Learning Certification (training/practical prompt engineering)

OtherTextPrompt + Response Writing (SFT)

Completed an AI & Machine Learning certification focused on practical AI model implementations and prompt engineering for project workflows. Covered prompt engineering for automation and data security considerations when using AI analytics tools. Used the training to support prompt/workflow alignment and forecasting-oriented AI usage. • Practiced prompt engineering for project workflows • Studied model implementation and practical AI use cases • Focused on data security in automation • Applied AI analytics tools to forecast project timelines

2025 - 2026

IT Project & Data Manager at Swift Consultants (Data integrity, migration verification, QA auditing)

Text

Led data integrity, verification, and technical quality benchmarking to ensure accurate outputs during complex data migrations and integrations. Applied security protocols and audit-style checks to maintain baseline correctness and deployment SLA compliance. Supported structured AI readiness through rigorous evaluation practices for data workflows. • Monitored and enforced technical quality benchmarks across deployment processes • Performed verification/auditing to maintain data integrity • Coordinated system integration activities affecting downstream data quality • Ensured adherence to SLAs for precise output verification

2022 - 2026

Digital Project & Training Manager at Qallann Marketing Agency (training and curriculum implementation)

TextPrompt + Response Writing (SFT)

Managed technical onboarding and certification tracks for a marketing operations team, supporting structured learning and operational readiness. Delivered curriculum implementation and cross-functional mentorship to improve team capabilities. While focused on marketing workflows, the role emphasized training delivery and structured operational processes aligned with AI training approaches. • Managed onboarding and completion of technical certification tracks • Implemented curriculum and upskilling operations • Mentored teams to improve execution within scope • Coordinated data-driven technical marketing operations and structured strategies

2021 - 2022

Operations & Workflow Manager at Safaricom Retail Traders (data entry workflows, process optimization)

TextData Collection

Implemented digital transformation initiatives using custom data entry software to enable structured capture of performance and operational metrics. Led technical rollout of new digital ticketing services, improving processing workflows and queue management. Provided ongoing team leadership and operational coordination to sustain high-volume data workflows. • Built/rolled out custom data entry software for paperless operations • Managed technical deployment of digital ticketing services • Oversaw team operations for timely service delivery • Mentored and scheduled a technical team of professionals

2016 - 2020

Education

Work History