Sehar Ch

Detail-driven Product & Quality Control professional with 3+ years of experience across data annotation, quality assurance, and product operations in fast-paced remote teams. Progressed rapidly from data annotator to Team Lead to Product Executive within one year, demonstrating strong ownership, accuracy under pressure, and the ability to coordinate cross-functional work. Seeking a remote QA/QC, Product, or Annotation leadership role where rigorous attention to detail and team coordination drive measurable quality outcomes.

Product Executive at Confinality (2024-10 – 2026-02)

• Owned end-to-end product quality workflows, coordinating between annotation, QC, and delivery teams to ensure outputs met client specifications and deadlines.
• Promoted from entry-level annotator to Product Executive within 7 months, the result of consistently strong accuracy, reliability, and initiative.
• Acted as a key point of contact for process clarifications, helping reduce rework by clarifying labeling and annotation guidelines for the wider team.

Team Lead – Quality Control at Confinality (2024-04 – 2024-10)

• Led a team handling live text labeling and data annotation, reviewing output for accuracy and consistency before final submission.
• Mentored newer annotators on labeling standards and quality benchmarks, helping the team meet client accuracy requirements.
• Identified recurring quality issues and flagged process gaps to management, contributing to fewer repeat errors over time.

Data Annotation & Diarization Specialist at Confinality (2024-03 – 2024-04)

• Performed live text labeling and data diarization with high attention-to-detail, accurately segmenting and tagging audio/text data within fast project turnaround windows.

Image Annotation & Quality Control Specialist at DataVision (2023-02 – 2024-04)

• Annotated and labeled image datasets for machine learning training pipelines, following strict client labeling guidelines.
• Conducted quality control reviews on annotated datasets, identifying and correcting labeling errors prior to client delivery.

Freelance Professional at Self-Employed (Present)

• Delivered blog, essay, and resume writing for clients, and managed social media/Facebook Ads campaigns plus high-volume data entry, all with a strong focus on accuracy and deadlines.

MSc. in Mathematics – University of Arid Agriculture, Rawalpindi (Burewala Campus)

BSc. in Mathematics & Physics (Double Major) – Bahauddin Zakariya University, Multan

FSc. in Engineering Group – Multan Board