Kennedy N.

Key Skills

Software

Sama

Other

Top Subject Matter

AI training support and dataset preparation

AI training fundamentals

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Data Collection

Fine-tuning

Freelancer Overview

Data Analyst supporting dataset preparation — Sama Source. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sama and Other. Education includes Certificate, Sama (2022) and Certificate in French (DELF 1), Alliance Française (2014). AI-training focus includes data types such as Text and labeling workflows including Data Collection and Fine-tuning.

Labeling Experience

AI 101 (Introduction to Artificial Intelligence) — Sama

OtherTextFine-tuning

Completed AI 101 learning focused on foundational concepts of artificial intelligence and its practical applications. Built general understanding that can support future AI training and data preparation work. Strengthened knowledge relevant to participating in AI/data-labeling workflows. • Studied core AI principles and terminology • Applied introductory AI understanding to practical contexts • Prepared for participation in AI training support tasks • Reinforced baseline knowledge for data/AI work

2021 - 2022

Data Analyst supporting dataset preparation — Sama Source

SamaTextData Collection

Performed data collection, cleaning, reviewing, and validation to ensure dataset quality for downstream analytics and AI training. Conducted quality checks to improve workflow consistency and reduce errors across datasets. Organized and maintained accurate records using digital tools and data systems to support team deliverables. • Collected, reviewed, cleaned, and validated datasets • Performed quality assurance to reduce labeling/record errors • Maintained organized datasets and records • Collaborated to meet project deadlines and productivity goals

2021 - 2022

Education

Work History