Muhammad Ayub

Versatile professional combining years of expertise in operations management with specialized experience as an AI Generalist and Linguist. Demonstrates strong business acumen with critical thinking skills and flexibility to meet changing client needs. Proven track record in overseeing grocery dispatch and receiving, alongside executing high-fidelity audio transcription, AI speech evaluation, and translation quality reviews.

AI Generalist & Data Evaluator at Remote (2024-05 – Present)

• Linguistic Evaluation: Perform high-fidelity audio transcription, translation evaluation, and linguistic analysis to train and review AI speech models.
• Quality Review & Annotation: Execute complex data labeling and RLHF (Reinforcement Learning from Human Feedback) as an AI evaluator to ensure top-tier model accuracy.
• Strategic Adaptability: Utilize strong business acumen with critical thinking skills and flexibility to meet changing client needs across diverse annotation projects.

Operations Manager (Section Executive) at Chase-Up (2018 – 2024)

• Operations & Logistics: Directed main field operations for groceries, acting as the primary operations manager overseeing end-to-end supply chain logistics, dispatch, and receiving workflows.
• Strategic Leadership: Served as department lead and operations specialist, optimizing workflows and driving executive decision-making.
• Audit & Inventory: Enforced strict physical FIFO protocols and oversaw large-scale digital records with 100% accuracy to eliminate stock discrepancies.

Bachelor in BA - Gen - Arts – Allama Iqbal Open University

Intermediate in HSSC – BBISE Quetta

Matriculation – Saint Francis High School