Aamna A.
Junior Data Scientist
Open to offersNew to PlatformAbout
Aamna A. is a dedicated Data Scientist with expertise in both Machine Learning and Deep Learning. Based in Faisalabad, she possesses a robust foundation in Python programming, leveraging it for data cleaning, exploratory data analysis (EDA), and feature engineering. She has practical experience in building and evaluating machine learning models, particularly through projects like predicting real estate prices using regression models and evaluating these models using RMSE, accuracy, and precision metrics. Her deep learning proficiency is demonstrated by her work with neural networks using TensorFlow and Keras, including model tuning and optimization. She completed a comprehensive training in data science, gaining proficiency in tools such as Pandas, NumPy, Matplotlib, and Seaborn for data analysis and visualization. Aamna is pursuing a Bachelor of Science in Computer Science (BSCS) from NUML University, scheduled to graduate in 2028, and is committed to turning raw data into meaningful insights through continuous analysis and experimentation.
Experience
Data Scientist
NeXskillCleaned and analyzed a dataset containing over 2 million records related to real estate. Conducted exploratory data analysis (EDA) and feature engineering, subsequently building regression models to predict house prices. Visualized distributions and correlations of pricing data.ML & DL Practitioner
nullImplemented various classification and regression models in machine learning assessment projects. Evaluated models utilizing metrics such as RMSE, accuracy, and precision, applying log transformations and scaling techniques as needed.Deep Learning Models
nullDeveloped neural networks using TensorFlow and Keras, focusing on model tuning and optimization. Completed extensive training in Python, data analysis, and machine learning, with hands-on experience in data cleaning, preprocessing, and exploratory data analysis on actual datasets.
Skills & Expertise
Education
- Bachelor of Science in Computer Science (BSCS)NUML University · — — 2028
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