Leonila M.

Key Skills

Software

Remotasks

Appen

OneForma

Sama

Top Subject Matter

AI/ML training data preparation and quality-checked annotations (NLP, computer vision, and audio content)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Audio

Document

Top Task Types

Emotion Recognition

Bounding Box

Classification

Transcription

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

Hands-on data annotator with experience across text, image, and audio modalities — including NER, sentiment labelling, image bounding boxes, and content classification — on platforms such as Remotasks and Scale AI. Certified in Data Annotation & Labelling for AI/ML (Coursera/DeepLearning.AI), with additional grounding in AI fundamentals through Google Digital Skills training. Brings a strong foundation in data quality and accuracy from a Data Analysis Certificate (Tech4Dev) and a professional background in compliance documentation and structured reporting. This combination of annotation skills and operational discipline ensures consistently high-quality, audit-ready training data — making me a reliable contributor to any AI/ML data pipeline.

Labeling Experience

Freelance Data Annotator (Independent / Online Platforms)

RemotasksTextEmotion RecognitionBounding Box

Freelance data labeling tasks were completed for AI/ML datasets across text, image, and audio modalities. Work included named entity recognition, sentiment/emotion labeling, image bounding boxes, and content classification to support supervised model training. Labeling followed project guidelines and quality rubrics with emphasis on accuracy, consistency, and inter-annotator agreement. • Performed NER for text data • Labeled sentiment/emotion for text data • Drew image bounding boxes for visual data • Validated outputs via quality assurance reviews and ambiguity flagging

2023 - Present

Education

Work History