Muskan Mathur

Senior Education Leader and Academic Strategist with 19+ years of experience in curriculum design, teacher training, and institutional leadership, complemented by applied experience in Data Analysis within AI-driven environments. Demonstrated expertise in leading large teams, designing scalable academic systems, and driving measurable learning outcomes. Brings strong analytical rigor through data annotation, validation, and quality analysis, enabling evidence-based decision-making and process optimization.

Data Analyst at Innodata Pvt. Ltd. (2025-10 – Present)

• Support AI and content intelligence initiatives through accurate data annotation, validation, and quality review.
• Apply analytical thinking to identify data inconsistencies, edge cases, and guideline deviations.
• Ensure compliance with client-defined taxonomies, quality benchmarks, and turnaround timelines.
• Contribute analytical insights that strengthen dataset reliability and downstream model performance.

Teacher Trainer & Academic Coordinator at Dalimss Sunbeam Group of Educational Institutions, Varanasi (2012-12 – 2025-08)

• Designed and delivered 50+ structured teacher training modules, impacting 100+ educators and improving classroom engagement and instructional quality.
• Led curriculum integration initiatives across grades, contributing to measurable improvements in student learning outcomes and assessment performance.
• Mentored, observed, and evaluated 100+ teachers annually, driving adoption of best pedagogical practices and continuous professional growth.
• Spearheaded academic innovation programs aligned with 21st-century skills, increasing faculty participation in digital and experiential learning initiatives.

Dean of Academics at Sunbeam World School Live (2023-09 – 2025-06)

• Implemented data-informed academic strategies resulting in improved student achievement metrics and retention rates.
• Oversaw end-to-end faculty recruitment, onboarding, and performance management, strengthening teaching quality across departments.
• Designed and operationalized assessment and evaluation frameworks aligned with institutional benchmarks and accreditation standards.
• Introduced targeted academic mentoring and review systems, contributing to higher student engagement and academic consistency.

Academic Head at Sunbeam World School Live (2022-07 – 2023-08)

• Delivered structured training programs for faculty across Playgroup to Grade 12, improving instructional alignment and delivery quality.
• Led adoption of digital teaching tools, resulting in increased faculty confidence and consistency in online classrooms.
• Represented the institution at national-level academic conferences and workshops, contributing to strategic alignment with emerging education trends.

Kindergarten Academic Coordinator at Toddler's Nursery & Kindergarten, Aurangabad

• Designed age-appropriate curricula and classroom resources aligned with early learning standards, supporting foundational skill development.
• Conducted teacher development workshops to strengthen early-years pedagogy and classroom practices.

Kindergarten Educator at Anand Niketan School, Ahmedabad

• Delivered student-centered instruction and progress tracking, maintaining consistent parent engagement and learner support.

Data Annotation & Research Specialist at Freelance (2024-09 – 2025-08)

• Delivered one year of hands-on experience in data annotation across text, image, and audio datasets.
• Ensured high accuracy, consistency, and adherence to project-specific annotation guidelines.
• Conducted SEO-driven research and optimization to improve content visibility and reach.
• Produced structured academic documents, reports, and curriculum-aligned content.

Editorial Intern at Karmaactive

Team Leader – Content Writing at Pehchaan, The Street School

M.A. in English & Education – Capital University

B.Ed. in Education – Krishna University

B.A. in English, Economics & Hotel Management – IGNOU & IHMCT Jaipur