rana mohsin
rana mohsin

Machine Learning and Data Science Intern

Open to offers · Member since 20 Oct 2026
Location
Karachi, Pakistan
Desired salary
Unspecified
Work preference
Remote Only / Part Time, Internship
Experience level
Junior

About

Professional summary

I am an eighth-semester Software Engineering student at Iqra University in Karachi, Pakistan, with a CGPA of 3.80. I specialize in Machine Learning and Data Science and expect to complete my BS in Software Engineering in January 2027.

I build end-to-end machine learning solutions, including exploratory data analysis, data preparation, feature engineering, model training, evaluation, and performance tuning. My work has covered classification, regression, ensemble learning, computer vision, natural language processing, and time-series prediction.

I am currently completing a Machine Learning internship at FlyRank, where I am developing a content-decay ranking pipeline using anonymized SEO data. I have worked with large datasets, including querying a 79M+ row Hugging Face dataset through DuckDB without downloading the complete dataset.

Through internships at 10Pearls and Arch Technologies, I developed AQI prediction, spam classification, handwritten digit recognition, Titanic survival prediction, and stock-price prediction projects. These experiences strengthened my practical skills in Python, Pandas, NumPy, Scikit-learn, TensorFlow, SQL, visualization, and model evaluation.

My final-year project, Skintelli, is an AI-powered offline skin disease screening application. I am contributing to a solution that combines YOLOv8-based lesion detection, Grad-CAM explainability, and an LLM with Retrieval-Augmented Generation to provide accessible preliminary screening explanations.

I also have freelance web development experience creating responsive, cross-browser websites from design mockups. I am interested in junior machine learning, data science, and AI-focused opportunities where I can apply my technical foundation to meaningful real-world products.

Skills

28 capabilities

Tech stack & tools

Working toolkit

Experience

Career history

Machine Learning Intern FlyRank

Built a content-decay detection and ranking pipeline using a 30K-row SEO dataset. Developed heuristic, Decision Tree, and Random Forest approaches for identifying content-decay opportunities.

Improved Precision@50 by tuning model depth and removing target-leaking features. Defined the end-to-end machine learning task, target proxy, Precision@K metric, and business impact, and analyzed a 79M+ row Hugging Face dataset through DuckDB without downloading the full dataset.

Data Science Intern 10Pearls

Built an Air Quality Index prediction model using real-world environmental sensor data. Conducted exploratory data analysis and feature engineering to prepare data for modeling.

Applied regression and ensemble machine learning models using Python, Scikit-learn, Pandas, and NumPy. Visualized data trends and model performance with Matplotlib and Seaborn.

Data Science Intern Arch Technologies

Developed multiple machine learning projects, including an email spam classifier using TF-IDF features and machine learning classifiers. Built a handwritten digit recognition model using convolutional neural networks on the MNIST dataset.

Created a Titanic survival predictor using EDA, missing-value handling, feature engineering, and classification models. Also built a stock-price predictor using time-series regression on historical financial data.

Remote Web Developer Freelance

Developed responsive websites using HTML, CSS, JavaScript, and jQuery. Converted design mockups into clean, functional, and maintainable web pages.

Optimized website performance and ensured cross-browser compatibility across delivered web projects.

Education

Learning history

Iqra University Main Campus

BS Software Engineering, Software Engineering

Eighth-semester Software Engineering student with a CGPA of 3.80. Focused on Machine Learning and Data Science.

Adamjee Govt. Science College

Intermediate, Science

Lacanadiana Children's Academy

Matriculation

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