Yassine Z.

Key Skills

Software

Other

Top Subject Matter

Generative AI / LLM training

NLP / Incident report information extraction and geolocation

Top Data Types

Text

Audio

Top Task Types

Prompt + Response Writing (SFT)

Geocoding

Freelancer Overview

Freelance AI Trainer — OutlierAI. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Full Stack Web Development Certification, Simplon Maghreb (2024) and Master’s Degree in Software Engineering, Universiapolis–Polytechnique Agadir (2024). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT) and Geocoding.

Labeling Experience

Open Source Contributor — United Nations (OICT)

OtherTextGeocoding

Contributed to UN FireForm’s AI-driven incident report automation by improving the core extraction pipeline and resolving JSON/FastAPI issues. Proposed NLP-based geolocation to identify locations mentioned in incident reports. Supported integration of multilingual translation and intelligent voice functionality. • Refactored extraction engine components • Debugged JSON and FastAPI pipeline failures • Planned multilingual translation (Llama 3) integrations • Proposed NLP geolocation using GeoPy and OpenStreetMap

2026 - 2026

Freelance AI Trainer — OutlierAI

OtherTextPrompt + Response Writing (SFT)

Trained and evaluated Large Language Models (GPT, Gemini, and Llama) using custom prompt designs and multi-turn training dialogues. Focused on generating high-quality conversational examples for downstream training and evaluation. Worked with LLM behavior shaping through prompt engineering and response iteration. • Designed prompt sets targeting specific conversational goals • Generated multi-turn training dialogues for model learning • Evaluated model outputs and refined prompts • Prepared training/evaluation materials for LLM variants

2025 - 2025

Education

Work History