Collins Kipchirchir

Key Skills

Software

Doccano

Prodigy

Scale AI

Label Studio

Other

Top Subject Matter

Legal/nlp Domain Expertise

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Document

Text

Top Task Types

Prompt Response Writing SFT

Red Teaming

Classification

Entity Ner Classification

Transcription

Data Collection

Freelancer Overview

AI Training & Data Labeling Analyst. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Label Studio, Doccano, and Prodigy. Education includes Postgraduate Diploma in Law, The Kenya School of Law (2026) and Certified Investment and Financial Analyst, KASNEB (2026). AI-training focus includes data types such as Text and labeling workflows including Entity (NER) Classification.

Labeling Experience

Esheria Lex Chat Data Labelling

Label StudioTextClassificationEntity Ner Classification

Worked on labeling and annotating conversational legal data used to train and improve AI language models. The project involved reviewing chat-based interactions, classifying legal queries, evaluating AI-generated responses for accuracy and relevance, and tagging data according to predefined guidelines. The goal was to help improve the model’s ability to understand legal terminology, provide structured responses, and maintain contextual accuracy in legal discussions.

Worked on labeling and annotating conversational legal data used to train and improve AI language models. The project involved reviewing chat-based interactions, classifying legal queries, evaluating AI-generated responses for accuracy and relevance, and tagging data according to predefined guidelines. The goal was to help improve the model’s ability to understand legal terminology, provide structured responses, and maintain contextual accuracy in legal discussions.

2023 - 2025

Education

Work History