About
Results-driven AI/ML professional with hands-on experience in AI model training, data annotation and labelling, prompt engineering, and data analysis. Skilled in evaluating LLM outputs using RLHF methodologies, designing high-quality prompts, and labelling multimodal datasets (text, image, audio) to improve model accuracy. Proficient in Python, SQL, and Excel for data-driven insights. Adept at identifying model bias, inconsistencies, and failure patterns to drive quality improvements. Experienced contributor to AI pipelines across freelance and professional settings, with a strong understanding of search quality evaluation, ad rating, and content moderation guidelines.
Skills & Expertise (30)
Work Experience
AI Trainer
TELUS Digital
Nov 2025 - Jan 2026
Reviewed and evaluated 150+ AI-generated responses daily to ensure accuracy, relevance, clarity, and alignment with model guidelines. Provided structured feedback and detailed corrections that contributed to measurable improvements in model output quality. Labelled and categorised text datasets following annotation guidelines to train and fine-tune large language models (LLMs). Identified and documented errors, inconsistencies, and bias in AI outputs, reducing annotation error rate by flagging recurring failure patterns. Collaborated with quality leads to refine labelling guidelines and maintain high inter-annotator agreement scores.
Prompt Engineer Intern
Basal Analytics
Oct 2024 - Nov 2024
Designed, tested, and iterated on 100+ prompts to improve the accuracy and naturalness of AI-generated responses. Experimented with chain-of-thought, few-shot, and zero-shot prompting techniques to optimise LLM output quality across diverse use cases. Analysed model responses systematically and refined prompts based on evaluation results and stakeholder feedback. Worked closely with annotated datasets and project guidelines to ensure consistent AI behaviour across test scenarios. Documented prompt engineering best practices and created reusable prompt templates adopted across the team.
Education
Master of Computer Applications (MCA) — AI/ML Specialisation - Oriental Institute of Science and Technology · Barkatullah University
2024 - · Afghanistan
Bachelor of Science — Computer Science - Barkatullah University
2021 - 2024 · Afghanistan
Certifications
AI Trainer Certification
Micro1 · 2026
Introduction to Generative AI
Google Cloud Skills Boost · 2026
Introduction to Machine Learning
Kaggle · 2026
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Skills (30)
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