Alma Z.

Key Skills

Software

CVAT

V7 Labs

SuperAnnotate

Mindrift

Label Studio

Mercor

Data Annotation Tech

Appen

Top Subject Matter

Cybersecurity Domain Expertise

Network Signal Analysis

Machine Learning

Top Data Types

Computer Code Programming

Text

Document

Image

Top Task Types

Classification

Object Detection

Text Generation

Question Answering

Text Summarization

Fine-tuning

Transcription

Prompt + Response Writing (SFT)

Freelancer Overview

Undergraduate Research Assistant – Data Labeling for Network Signal Monitoring. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Bowen University (2024) and Senior Secondary Certificate of Education, AirForce Girls' Military School (2016). AI-training focus includes data types such as Text and labeling workflows including Classification and Fine-tuning.

Labeling Experience

Undergraduate Research Project – Data Labeling for ML System Development

TextFine-tuning

I independently designed and developed a network signal monitoring and threat detection system using machine learning as my undergraduate research project. This work required processing and labeling real-time data for testing and fine-tuning learning algorithms. The project resulted in a fully functional application capable of automated anomaly detection. • Processed and labeled raw network signal logs • Generated labeled datasets for algorithm validation and model refinement • Tuned machine learning models using curated data • Documented data handling and labeling workflows

2024 - 2024

Undergraduate Research Assistant – Data Labeling for Network Signal Monitoring

TextClassification

As an undergraduate research assistant, I supported machine learning projects involving signal monitoring and threat detection. My responsibilities included collecting, classifying, and annotating network signal data as part of ongoing research in cybersecurity. I ensured accuracy and compliance in all labeled datasets for model training and evaluation. • Classified network traffic patterns for supervised learning tasks • Annotated anomalous signals and attack patterns for model development • Collaborated with researchers on data validation processes • Followed ethical guidelines for handling sensitive data

2024 - 2024

Education

Work History