Zainab Siddiqui

Academic

Verbatim text

Zainab Siddiqui
+92332 5348670, qmzsiddiqui@gmail.com
Islamabad
Linkedln: https://www.linkedin.com/in/zainab-siddiqui-44b4ab255/
Bachelor of Science (Business Analytics)
Major:
Business Analytics
he City School, Islamabad
A- Levels (Social Sciences)
he City School, Islamabad
0- Levels (Computers)
rojects
inal Pro "ect: Predicting Banks' credit risk by using machine learning and deep learning approaches: A comparative
tudy of Islamic and conventional banks listed in Asia.
he research aims to analyze credit risk factors in Islamic and conventional Asian banks and develop advanced machine
learning models for accurate risk forecasting.
Semester Projects
Machine Learning Model to Predict Cricket Player Performance in PSL 2025
Utilized machine learning methods, employing Python, RandomForestRegressor, and MinMaxScaler, to forecast and
categorize the performance of cricket players for PSL 2025.
Market Perception Analysis for Cheezious
Used Python and sci kit-learn to analyze customer data for Cheezious with logistic regression and clustering. Discovered
key factors affecting customer satisfaction and business performance, helping to guide strategic decisions.
Research Paper: Impact of Humor and Fear in advertisements on consumer engagement and Purchase Intention
ritten and published internationally
Econometric Analysis of Stock Market Data
RIMA, and ARCH/GARCH models.
Work Experience
Internship, Orient Petroleum
ssisted in analysing recruitment data, including resume screening metrics, interview
cheduling efficiency, and candidate coordination processes and supported the HR team by
providing data-driven insights and reports for various administrative tasks and projects.
kills & Tools
Jul 2023 - Aug 2023
trong interpersonal skills with the ability to collaborate effectively in team settings. Adept at
orking with colleagues to achieve shared goals and skilled in organization and project
management.
echnical Skills
Mircosoft office, Canva, Python, R, Power Bl, SPSS, Eviews and SQL
chievements
Creative Team member, Fast Adventure Society (2022-2023)
ice Head Social Media Team, Fast Community Service Society (2022-2023)
Head Social Media Team, Fast Community Service Society (2023-2024)
Creative Deputy Sectary, Fast Adventure Society (2023-2024)
Trainings I Certification
Intro to Python for Data Science - DataCamp
ChatGPT Prompt Engineering for Developers - Deeplearning.AI & OpenAI (Coursera)
ctivities
Media Team Lead, "The Art of Data Whispering: Mastering Business Analytics" Seminar
nterests
ech Innovations, Creative Problem-Solving, Travel & Cultural Exploration and Sports
FAST NUCES ISLAMABAD CAMPUS

AI enrichment