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Katana Theghost

@katanatheghost

AI data evaluator and prompt engineer working across Arabic, French, English, and German; audits LLM responses for hallucinations.

Morocco

Message

As an independent AI Data Evaluator & Prompt Engineer, I design multi-turn prompts and evaluate LLM responses in Arabic, French, English, and German. I identify hallucinations, unsupported claims, reasoning flaws, and language inconsistencies against project rubrics.

I also built Python command-line projects for structured data processing, operational reporting, HR screening, and digital receipt generation. At Newstile, I processed POS payments with 100% data and financial precision while supporting customers in multiple languages.

Experience

Work history, roles, and key accomplishments

Current

AI Data Evaluator & Prompt Engineer

Current

Independent Practitioner

Jan 2025 - Present (1 year 9 months)

Designs structured prompts and evaluates LLM outputs for reasoning, instruction adherence, and contextual grounding across multiple languages. Writes evidence-backed rationales and revised reference outputs to support RLHF.

LLM Evaluation Prompt Engineering RLHF Fact Checking Hallucination Auditing Arabic French English German

Store Assistant

Grocery Retail

Delivered front-line customer support in a high-volume retail setting, addressing billing and product inquiries. Supervised inventory tracking, stock auditing, replenishment, and quality control.

Customer Support Inventory Management Stock Auditing Quality Control

Sales Advisor

Newstile

Managed POS billing and processed customer payments with 100% data and financial precision. Coordinated visual merchandising, stock organization, and daily operational reporting.

POS Billing Customer Support Visual Merchandising Inventory Reporting

Education

Degrees, certifications, and relevant coursework

Ibn Tofail University

Bachelor's Degree, Management

2025 -

Grade: 13/20

Pursuing a Bachelor's degree in Management with a focus on Business Administration, Macroeconomics, and Management Principles. Completed the first year with a grade of 13/20.