
Naima No3man
@naimano3man
Senior AI Content Evaluator and LLM Specialist on Fireweed and Aether, evaluating model outputs and creating adversarial tests.
What I'm looking for
On Fireweed, I evaluated and ranked LLM responses to support RLHF dataset construction and reward model optimization. For Aether (Outlier), I audited outputs for hallucinations and logical consistency and generated SFT training data.
I also developed adversarial prompts and comparative test sets to expose model failures and improve pipeline robustness. My work includes multilingual ad relevance ratings for Telus Digital, technical transcription and fact-checking, and troubleshooting industrial automation processes.
Experience
Work history, roles, and key accomplishments
Senior AI Content Evaluator & LLM Specialist
Freelance
Jan 2021 - Present (5 years 10 months)
Evaluated and ranked LLM responses for the Fireweed project, supporting RLHF dataset construction and reward model optimization. Audited model outputs for Aether (Outlier), focusing on hallucination detection and generating high-quality SFT training data.
Technical Process Specialist
Bureau d'Etudes / Methods
Jan 2020 - Dec 2020 (11 months)
Optimized technical workflows and process documentation by applying industrial automation logic and control theory. Audited and debugged PLC logic and electro-mechanical sequences, producing standardized troubleshooting reports.
Digital Data Specialist & Freelance Technical Services
Freelance
Jan 2015 - Aug 2017 (2 years 7 months)
Managed high-volume data entry and digital coding (IDM / Captcha Evaluation) with 100% accuracy. Delivered technical translation and document formatting (Arabic/French/English) for engineering and technology clients.
Education
Degrees, certifications, and relevant coursework
IFMIA Casablanca
Senior Technician Diploma (DUT), Automated Systems
Earned a Senior Technician Diploma in Automated Systems.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
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