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John Kirks

John Kirks

Data Annotator, ML/AI engineer.

KENYA flag
Nairobi, Kenya
$50.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

Multilingual language data for conversational AI
Conversational text data for AI training

Top Data Types

TextText
ImageImage

Top Task Types

Entity Ner Classification

Freelancer Overview

Data Annotator - Multi Mango Project (RWS & Uber AI). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Strathmore University (2020). AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification.

ExpertEnglish

Labeling Experience

Data Annotator - Parimango Project (RWS & Uber AI)

OtherTextEntity Ner Classification
I provided structured and unstructured text annotations on the Parimango project to help train advanced AI dialogue systems. My responsibilities included maintaining annotation consistency and quality across varied data batches. I worked alongside linguists and technical leads to deliver high-value conversational data for AI model improvement. • Annotated structured conversational datasets for AI dialogue training. • Upheld annotation accuracy and consistency in large-scale efforts. • Supported AI model fine-tuning for domain-specific conversations. • Followed in-depth annotation guidelines for diverse use cases.

I provided structured and unstructured text annotations on the Parimango project to help train advanced AI dialogue systems. My responsibilities included maintaining annotation consistency and quality across varied data batches. I worked alongside linguists and technical leads to deliver high-value conversational data for AI model improvement. • Annotated structured conversational datasets for AI dialogue training. • Upheld annotation accuracy and consistency in large-scale efforts. • Supported AI model fine-tuning for domain-specific conversations. • Followed in-depth annotation guidelines for diverse use cases.

2022 - 2022

Data Annotator - Multi Mango Project (RWS & Uber AI)

OtherTextEntity Ner Classification
I annotated multilingual datasets for the Multi Mango project to enhance AI language understanding across African languages. The role required following detailed guidelines and quality assurance processes to ensure high-quality, consistent annotations. I collaborated with project managers and linguists to resolve ambiguous data cases, delivering valuable resources for AI model training. • Annotated large-scale text datasets in multiple African languages. • Ensured above 95% accuracy through rigorous quality checks. • Directly supported the development of multilingual conversational AI models. • Achieved and maintained daily annotation targets.

I annotated multilingual datasets for the Multi Mango project to enhance AI language understanding across African languages. The role required following detailed guidelines and quality assurance processes to ensure high-quality, consistent annotations. I collaborated with project managers and linguists to resolve ambiguous data cases, delivering valuable resources for AI model training. • Annotated large-scale text datasets in multiple African languages. • Ensured above 95% accuracy through rigorous quality checks. • Directly supported the development of multilingual conversational AI models. • Achieved and maintained daily annotation targets.

2022 - 2022

Education

S

Strathmore University

Bachelor of Science, Computer Science

Bachelor of Science
2016 - 2020

Work History

S

Safaricom

Machine Learning Engineer

Nairobi
2022 - 2023
T

Think Company

AI Engineer

Nairobi
2021 - 2022