Aigerim Millyatova

Advisor – Data Unit

Extracted, cleaned, and processed student academic data (performance records, academic probation risk) using Python (pandas, numpy) and SQL. Built reports and dashboards to support academic decision-making for advisors and management. Conducted data quality checks, cleaning and preprocessing of academic records. Visualized trends and patterns using matplotlib / seaborn. Coordinated with multiple stakeholders (schools, departments, administration) to clarify requirements and validate analytical reports.

Teacher

Analyzed student progress and performance trends across proficiency groups to adapt teaching strategies. Created presentations and reports to communicate learning results clearly to students and parents.

English Tutor & Curriculum Designer

Analyzed learning outcomes from weekly speaking clubs and used feedback data to improve 5+ curriculum modules and 40+ teaching materials. Coordinated 10+ extracurricular activities, managing scheduling and tracking participant outcomes.

• Improved 5+ curriculum modules and 40+ teaching materials based on feedback data
• Coordinated 10+ extracurricular activities

Founder / EduTrack

Conducted 20+ customer discovery interviews and used qualitative insights into structured problem statements. Analyzed workflows and data usage in educational centers to identify automation opportunities. Translated qualitative user insights into structured use cases to design the data logic and MVP for an educational automation tool. Built MVP Telegram bot automating data collection and structured reporting. Worked at the intersection of business, data, and product, validating hypotheses through data.

• Conducted 20+ customer discovery interviews
• Built MVP Telegram bot automating data collection and structured reporting