I will do data analysis,data science and machine learning
About this Gig
Languages & Tools: Python, Jupyter Notebooks, Excel Macros (VBA), SQL Basics.
Data Science: Exploratory Data Analysis (EDA), Data Cleaning, Time Series Forecasting.
Machine Learning: Linear Regression, Lasso Regressor, ARIMAX Model.
Analytics: Google Analytics (GA4), Data Visualization (Matplotlib, Seaborn).
PROJECTS (GITHUB PORTFOLIO)
Karachi Weather Analysis | Python, ARIMAX, Lasso
Performed time-series forecasting on Karachis climate data using ARIMAX.
Applied Lasso Regression for feature selection to identify key weather drivers.
Documented the complete data pipeline for transparency and reproducibility.
Karachi Housing Price Prediction | Python, Scikit-Learn
Developed a predictive model to estimate property values in the Karachi market.
Generated correlation heatmaps to visualize the impact of various housing features.
Conducted extensive data cleaning on local real estate datasets.
Automotive Price Regression (Elantra vs. Civic)
Built a regression model to analyze and predict price trends for popular sedan models.
Comparative analysis of depreciation and market value based on vehicle specifications.
Programming language:
Python
Frameworks:
Scikit-learn
•
DeepPy
•
PyTorch
•
Panda
APIs:
Microsoft Computer Vision AI
Tools:
Jupyter Notebook
•
Excel
•
Colab

