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Muhammad Zark Nehal

@muhammadzarknehal

Data science undergraduate seeking a Data Science/Analytics internship to build predictive models and actionable insights.

Pakistan

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What I'm looking for

I’m looking for a Data Science/Analytics internship where I can use Python, SQL, and machine learning to clean data, build predictive models, visualize insights, and communicate results clearly to support real business decisions.

I’m a Data Science undergraduate in my 7th semester at DHA Suffa University, currently seeking a Data Science / Analytics internship. I focus on turning messy data into clear, decision-ready results using Python, SQL, and machine learning.

Through applied projects, I’ve built predictive models like a British Airways customer booking likelihood classifier and developed NLP-style fake vs. real news detection using TF-IDF with Logistic Regression and Naive Bayes. I also completed a loan approval prediction workflow that included data cleaning, feature engineering, EDA, and an end-to-end Python pipeline.

I bring a strong operational and communication mindset from two years of teaching and administrative responsibility—optimizing workflows, managing records, and coordinating tasks. I’m especially interested in the end-to-end data science lifecycle: problem solving, modeling, visualization, and stakeholder-friendly explanations.

Experience

Work history, roles, and key accomplishments

Customer Booking Prediction Analysis

British Airways

Built a machine learning classification model to predict customers’ likelihood of completing a flight booking, after cleaning data, handling missing values, and encoding categorical variables. Identified key flight, passenger, and journey drivers and communicated results to stakeholders in a non-technical format.

Machine Learning Classification Data Preparation Feature Engineering Stakeholder Communication