Iramik

Key Skills

Software

Label Studio

AWS SageMaker

CloudFactory

Top Subject Matter

AI code generation evaluation

SFT dataset curation

and annotation quality control

Top Data Types

Computer Code Programming

Image

Document

Top Task Types

Computer Programming/Coding

Function Calling

Prompt + Response Writing (SFT)

Evaluation/Rating

Red Teaming

Entity (NER) Classification

Data Collection

Freelancer Overview

Technical AI Trainer & Automation Engineer (AI training data curation and evaluation). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CloudFactory. Education includes Bachelor of Science, Jomo Kenyatta University of Agriculture & Technology (JKUAT) (2020). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

Technical AI Trainer & Automation Engineer

Computer Code ProgrammingComputer Programming/Coding

Evaluated and refined AI-generated code snippets in JavaScript, Node.js, and React. Focused on verifying logic accuracy, security best practices, and functional performance. Created high-quality 'ground truth' datasets for Supervised Fine-Tuning (SFT) and conducted Evaluation Rating on model outputs to minimize hallucinations in technical responses.

2024 - 2025

Data Labeling Specialist (via Isahit)

CloudFactoryImageEntity (NER) Classification

Collaborated on large-scale data annotation projects through the Isahit platform. Tasks included multi-modal data processing, image classification for e-commerce, and Named Entity Recognition (NER) for text datasets. Followed strict quality control protocols to ensure datasets were ready for machine learning model training.

2021 - 2025

Education

Work History