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J
Joseph Sikiru

Joseph Sikiru

AI Model Evaluation & Analytical Experience

Nigeria flagN/A, Nigeria
$15.00/hrExpertAppenClickworkerMicro1

Key Skills

Software

AppenAppen
ClickworkerClickworker
Micro1
OneFormaOneForma
TolokaToloka

Top Subject Matter

Cybersecurity Domain Expertise
Identity & Access Management
Digital Forensics

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Fine-tuningFine-tuning
Text SummarizationText Summarization
Text GenerationText Generation
Object DetectionObject Detection
SegmentationSegmentation
Red TeamingRed Teaming
TranscriptionTranscription
Data CollectionData Collection

Freelancer Overview

AI Model Evaluation & Analytical Experience. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Science, Drexel University (2026) and Bachelor of Science, University of the People (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglishHausa

Labeling Experience

AI Model Evaluation & Analytical Experience

Text
This experience involved evaluating AI model outputs for accuracy, adherence to instructions, and logical consistency within cybersecurity and technical scenarios. Structured feedback was provided by reviewing simulated incident outputs and multi-step workflows, flagging inconsistencies and compliance issues. Reports were generated to inform system improvements and align models with established guidelines.• Assessed AI-generated responses in cybersecurity, IAM, and OSINT contexts • Evaluated multi-step reasoning and workflow adherence • Identified errors, edge cases, and policy violations in AI outputs • Delivered structured, rubric-driven feedback reports

This experience involved evaluating AI model outputs for accuracy, adherence to instructions, and logical consistency within cybersecurity and technical scenarios. Structured feedback was provided by reviewing simulated incident outputs and multi-step workflows, flagging inconsistencies and compliance issues. Reports were generated to inform system improvements and align models with established guidelines.• Assessed AI-generated responses in cybersecurity, IAM, and OSINT contexts • Evaluated multi-step reasoning and workflow adherence • Identified errors, edge cases, and policy violations in AI outputs • Delivered structured, rubric-driven feedback reports

2024 - 2024

Education

U

University of the People

Bachelor of Science, Computer Science

Bachelor of Science
2021 - 2025
D

Drexel University

Master of Science, Cybersecurity

Master of Science
2026

Work History

P

Pandots Digital

Co-Founder & Technical Lead

N/A
2021 - Present
C

Cybersecured India

Cybersecurity & Digital Forensics Intern

N/A
2025 - 2025