Emmanuel B.

Key Skills

Software

Other

Top Subject Matter

Statistics education and data interpretation

Mental health welfare triage and ethics

Behavioral research data preparation and qualitative coding

Top Data Types

Text

Document

Top Task Types

Classification

Entity (NER) Classification

RLHF

Freelancer Overview

Statistics Academic Tutor (Undergraduate peer tutoring). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include SPSS and Excel and Other. Education includes Bachelor of Science, Obafemi Awolowo University (OAU) (2023) and Certified Data Analyst, Corporate Finance Institute (CFI) (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Voluntary Research Assistant, Psychology Department

TextEntity (NER) Classification

You assisted faculty with qualitative data handling, including coding qualitative responses and reviewing dataset entries for consistency and accuracy. You supported participant screening and helped structure research datasets for analysis. The work required careful interpretation of nuanced human responses and maintaining labeling/entry quality for downstream evaluation. • Coded qualitative responses and checked consistency. • Reviewed data entries for accuracy and completeness. • Structured datasets after participant screening. • Produced clear written summaries interpreting behavioral patterns.

2024 - Present

Welfare & Ethics Officer, Mental Health First Aid Club

OtherTextClassification

You applied psychological frameworks to assess student welfare cases, categorize risk levels, and recommend interventions. You developed written guidance and ethical policy documents used by a large student community. The role involved structured judgment and careful handling of nuanced, sensitive information similar to safety and behavioral classification annotation. • Assessed cases using psychological frameworks. • Categorized risk levels and recommended interventions. • Authored guidance and ethical policy documentation. • Managed sensitive information with strict confidentiality.

2024 - Present

Statistics Academic Tutor - Obafemi Awolowo University

ClassificationRLHF

You provided academic support to undergraduate peers in statistics topics including hypothesis testing and data interpretation. You created structured problem sets and annotated examples to translate complex concepts into accessible learning materials. You assessed student submissions for accuracy and logical consistency while delivering detailed corrective feedback.

2023 - Present

Statistics Academic Tutor (Undergraduate peer tutoring)

Text

You developed and used structured, clearly labeled learning materials by annotating worked statistical examples for undergraduate learners. You evaluated student responses for accuracy and logical consistency, then delivered detailed corrective feedback. The work required consistent quality assurance of outputs against rubric-like criteria similar to model response review. • Created and annotated worked examples for descriptive/inferential statistics. • Reviewed outputs for correctness and logical consistency. • Provided fine-grained corrective feedback to improve reliability. • Adapted complex concepts into consistently labeled training content.

2023 - Present

Education

Work History