Kibet Ronald

Key Skills

Software

Remotasks

Sama

Scale AI

V7 Labs

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Computer Code Programming

Image

Text

Video

Top Label Types

Audio Recording

Classification

Computer Programming Coding

Entity Ner Classification

Evaluation Rating

Fine Tuning

Function Calling

Question Answering

RLHF

Segmentation

Text Generation

Freelancer Overview

I am an AI and Machine Learning Engineer with over four years of hands-on experience designing, training, and fine-tuning models for NLP, recommendation systems, and predictive analytics. My expertise includes building and optimizing high-quality datasets, conducting model evaluations, and ensuring robust training data pipelines using tools like PyTorch, TensorFlow, LangChain, and FAISS. I have led end-to-end data annotation and labeling workflows for projects such as document Q&A RAG systems, multi-agent research pipelines, and customer churn prediction, focusing on data quality, reproducibility, and clarity. My background also includes mentoring teams in best practices for data preparation and model evaluation, and deploying scalable ML solutions in production environments using Azure, Databricks, Docker, and CI/CD pipelines. I am passionate about delivering reliable AI solutions through meticulous data handling and collaborative project execution.

Labeling Experience

data specialist

SamaVideoEntity Ner ClassificationSegmentation

I labeled driverless cars, an human street videos

I labeled driverless cars, an human street videos

2023 - 2024

Education

Work History