Ammara Kanwal
@ammarakanwal1
Entry-level Data Analyst transforming complex data into actionable insights through BI and ML.
PakistanWhat I'm looking for
I’m an entry-level Data Analyst skilled in SQL, Python, Power BI, and Excel. I translate complex data into actionable insights for educators, stakeholders, and non-technical audiences.
I developed a student dropout risk prediction model using the OULAD dataset, applying machine learning techniques to identify at-risk students. I analyzed 32,000+ student records and built/evaluated models (Logistic Regression and Random Forest) reaching 84.6% prediction accuracy.
I also build analytics that stakeholders can explore—like an interactive Power BI dashboard for dropout risk segmentation and engagement trends. In other projects, I analyzed 177,866+ EV registrations for trend and geographic insights, and created an Import & Export Trade Power BI dashboard with an ETL pipeline and DAX KPI reporting.
Before focusing on analytics, I worked as a Software Developer (C#, SQL Server) and gained strong communication and reporting instincts as a Mathematics Teacher. I bring a diverse background in education, consulting, and data-driven support, and I’m excited to apply this blend in data analytics work.
Experience
Work history, roles, and key accomplishments
Mathematics Teacher
The City Public School
Jan 2023 - Jan 2025 (2 years)
Analyzed performance data across 100+ students to identify learning gaps and deliver data-driven instructional support. Communicated findings clearly to parents and school administration.
Educational Consultant and Researcher
Freelance / Self-Employed
Jan 2014 - Jan 2023 (9 years)
Provided freelance educational consulting and conducted field research during a career break. Completed Cambridge CELT-S and TKT certifications.
Software Developer
Media Bank
Jan 2013 - Jan 2014 (1 year)
Developed an internal business application in C# (.NET) and designed/maintained SQL Server databases using stored procedures and JOIN queries. Built an automated SQL-to-Excel export tool to reduce manual reporting and improve accuracy.
Education
Degrees, certifications, and relevant coursework
Institute of Emerging Careers (IEC)
Data Analytics Program, Data Analytics
Activities and societies: SQL, Python, Power BI, ML
Completed a Data Analytics program covering SQL, Python, Power BI, and machine learning.
Indus University
Bachelor of Education (B.Ed), Education
2012 - 2013
Completed a Bachelor of Education (B.Ed) degree at Indus University.
University of Karachi
Bachelor of Arts (B.A.), Arts
2005 - 2008
Completed a Bachelor of Arts (B.A.) degree at the University of Karachi.
University of Karachi
Master of Arts (M.A.), Arts
2005 - 2008
Completed a Master of Arts (M.A.) degree at the University of Karachi.
Availability
Location
PakistanAuthorized to work in
Job categories
Skills
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