Daniel J.

AI Model Evaluation & Prompt Engineering (Independent Projects)

N/A, Nigeria

Key Skills

Software

Other

Top Subject Matter

LLM/AI coding and response evaluation (Python)

Backend engineering supporting AI/data processing workflows

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Model Evaluation & Prompt Engineering (Independent Projects). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation, Rating, and Computer Programming.

Labeling Experience

AI Model Evaluation & Prompt Engineering (Independent Projects)

Other

Independently evaluated AI-generated Python code and LLM responses for correctness, logical soundness, efficiency, and edge-case robustness. Generated adversarial prompts to stress-test reasoning depth and identified hallucinated documentation references or fabricated technical claims. Rewrote flawed outputs into instruction-aligned “golden outputs” while ranking model responses for clarity, safety, and helpfulness.• Reviewed syntax errors, logical flaws, and inefficiencies in AI-generated code.• Assessed instruction-following compliance and safety/risk alignment.• Conducted red-teaming style adversarial prompt testing.• Completed multilingual response evaluations in English, Efik, and Ibibio.

2024 - Present

Freelance Python & Backend Developer (Remote)

Other

Built and debugged backend systems and automation scripts using Python and PHP to support production workflows and structured logic. Implemented defensive programming and secure validation patterns to improve reliability of AI-adjacent tooling and data-handling pipelines. Focused on robust exception handling and performance optimization to ensure correct behavior under edge cases.• Developed backend automation scripts and logic-driven systems.• Debugged and optimized production-level code for bottlenecks.• Implemented secure input validation and robust exception handling.• Delivered well-documented production-ready implementations under deadlines.

2023 - Present

Education

IMFI

Diploma, Data Processing

Diploma

2015 - 2016

Work History

Independent Projects

AI Code Evaluation & Prompt Engineering Specialist (Independent)

N/A

2024 - Present

Freelance

Freelance Backend Developer

N/A

2023 - Present