Zainab Munir

“Emerging AI/ML Engineer & Data Scientist with around 1 year of practical experience gained through internships and real-world projects.Skilled in Python, AI/ML/DL and Data Analysis, passionate about designing scalable AI solutions and data-driven insights to solve real-world problems and drive business impact.”

I recently completed a Machine Learning Internship at SkillifyZone, where I independently worked on multiple machine learning projects. These included Sales Trends Analysis, Student Performance Prediction, Customer Segmentation, and Loan Approval Prediction. My responsibilities involved data preprocessing, feature engineering, model selection, hyperparameter tuning using GridSearchCV, and deploying models through Streamlit applications. This internship strengthened my technical skills and enhanced my ability to manage the full ML lifecycle — from raw data to a functional deployed solution.

Previously, I interned at the Pakistan Bureau of Statistics, where I worked in the Sample Design and PSLM sections. I handled survey datasets, supported statistical computations, and contributed to updating census reports. This experience allowed me to work with real, large-scale datasets and improved my structured data analysis skills in a professional setting.

I’m detail-oriented, self-motivated, and committed to delivering clear, reliable results on time. If you’re looking for a dedicated freelancer who blends technical expertise with analytical thinking, I’m here to help