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Nathaly Andrade

Nathaly Andrade

Harvard University graduate with EdM in Learning Design, Technology, and AI

USA flagLos Angeles, Usa
$18.00/hrIntermediateCrowdsourceData Annotation TechDataloop

Key Skills

Software

CrowdSourceCrowdSource
Data Annotation TechData Annotation Tech
DataloopDataloop
LabelboxLabelbox
Label StudioLabel Studio
RemotasksRemotasks
Other
Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText
VideoVideo

Top Task Types

Classification
Emotion Recognition
Prompt Response Writing SFT
Question Answering
Text Generation

Freelancer Overview

With a background rooted in rigorous academic training at Wellesley College (B.A.) and Harvard University (M.S.), where I specialized in Learning Design and Artificial Intelligence, I bring a strong foundation in research methodology, data annotation, and human-in-the-loop systems. My academic and research experience equips me with a nuanced understanding of how humans process information, how models learn from structured data, and how to design annotation workflows that support clarity, accuracy, and ethical reasoning. I’ve carried this expertise into roles such as with Sesame Workshop and The LEGO Foundation, where I helped build generative AI storytelling systems, contributed to automated QA pipelines, and analyzed large qualitative datasets to inform product and research decisions. With deep experience in tools like Label Studio, Labelbox, DataLoop, ATLAS.ti, and Remotasks, I bring technical precision, strong research instincts, and an education-focused lens. Thus, consistently producing clean, thoughtful, and context-aware annotations that elevate model performance.

IntermediateEnglishSpanish

Labeling Experience

Short Form Content Evaluation

OtherVideoEvaluation Rating
I contributed to a short-form media evaluation project supporting social media marketing teams developing promotional content for lifestyle products. The work involved reviewing paired videos (each between 10 seconds and 1 minute) and determining which version demonstrated stronger creative and strategic impact based on defined quality and engagement criteria. My assessments examined visual clarity, audio precision, narrative cohesion, creative execution, and audience engagement potential. I also evaluated how effectively each video communicated the product’s lifestyle positioning and aligned with platform-specific trends. These insights informed marketing teams’ content optimization strategies, guiding them toward more compelling, high-performing social media assets for platforms such as TikTok, Instagram Reels, and YouTube Shorts.

I contributed to a short-form media evaluation project supporting social media marketing teams developing promotional content for lifestyle products. The work involved reviewing paired videos (each between 10 seconds and 1 minute) and determining which version demonstrated stronger creative and strategic impact based on defined quality and engagement criteria. My assessments examined visual clarity, audio precision, narrative cohesion, creative execution, and audience engagement potential. I also evaluated how effectively each video communicated the product’s lifestyle positioning and aligned with platform-specific trends. These insights informed marketing teams’ content optimization strategies, guiding them toward more compelling, high-performing social media assets for platforms such as TikTok, Instagram Reels, and YouTube Shorts.

2025 - 2025

Education

H

Harvard University

Master’s Degree, Learning Design and Technology

Master’s Degree
2023 - 2024
W

Wellesley College

Bachelor’s Degree, Education Studies and Women & Gender Studies

Bachelor’s Degree
2019 - 2023

Work History

T

The LEGO Foundation

Research Assistant

Los Angeles
2025 - Present
P

PBS SoCal

Early Learning Digital Product Designer

Los Angeles
2025 - 2025