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Emma Mashandich

Emma Mashandich

Data Annotation & Evaluation Specialist

Kenya flagNairobi, Kenya
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

Financial and Agricultural Data
Financial Data

Top Data Types

DocumentDocument

Top Task Types

ClassificationClassification

Freelancer Overview

Data Annotation & Evaluation Specialist. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Microsoft Excel. Education includes Bachelor of Business Statistics, Makerere University (2023). AI-training focus includes data types such as Document and labeling workflows including Classification.

Intermediate

Labeling Experience

Data Annotation & Evaluation Specialist

DocumentClassification
Processed and organized structured financial and member datasets for data annotation and classification tasks. Applied validation, cleaning, and consistency checks to ensure high-quality data for AI-driven processes. Precisely classified and labeled data according to detailed guidelines to support AI model training workflows. • Maintained rigorous attention to accuracy in ongoing data annotation procedures. • Collaborated with cross-functional teams to optimize data workflows and reporting. • Structured data for reporting and analysis within defined taxonomies. • Ensured data readiness for downstream AI analytics and learning.

Processed and organized structured financial and member datasets for data annotation and classification tasks. Applied validation, cleaning, and consistency checks to ensure high-quality data for AI-driven processes. Precisely classified and labeled data according to detailed guidelines to support AI model training workflows. • Maintained rigorous attention to accuracy in ongoing data annotation procedures. • Collaborated with cross-functional teams to optimize data workflows and reporting. • Structured data for reporting and analysis within defined taxonomies. • Ensured data readiness for downstream AI analytics and learning.

2023 - 2024

Junior Investment Analyst (Data Labeling Internship)

DocumentClassification
Reviewed and validated structured financial datasets for data annotation integrity and consistency. Followed standardized labeling procedures to support high-quality input for AI-driven investment analysis. Supported ongoing dataset preparation and labeling to assist machine learning evaluation processes. • Maintained dataset consistency through continuous quality checking. • Assisted in generating and classifying data for analytical and machine learning purposes. • Supported report generation and labeled dataset preparation using Excel. • Applied annotation standards to improve model-ready data quality.

Reviewed and validated structured financial datasets for data annotation integrity and consistency. Followed standardized labeling procedures to support high-quality input for AI-driven investment analysis. Supported ongoing dataset preparation and labeling to assist machine learning evaluation processes. • Maintained dataset consistency through continuous quality checking. • Assisted in generating and classifying data for analytical and machine learning purposes. • Supported report generation and labeled dataset preparation using Excel. • Applied annotation standards to improve model-ready data quality.

2022 - 2023

Education

M

Makerere University

Bachelor of Business Statistics, Business Statistics

Bachelor of Business Statistics
2020 - 2023

Work History

S

Sebei Farmers Sacco

Data Support and Record Management Specialist

Kampala
2023 - 2024
U

Uganda Development Bank

Junior Investment Analyst (Internship)

Kampala
2022 - 2023