Welcome to my GitHub portfolio! I'm a versatile data professional and freelancer passionate about Data Analytics, Data Science, AI, Development, and Creative Content Production. My background spans diverse fields including Data Science and Analytics, Python Programming, Social Media Management, Product Management, Education, Music Production, and Video Editing.
| 👨🏼💻 Programming Languages | 📊 Data Visualization | 📹 Video Editing | 🎵 Music Production and Editing | 🖼 Graphic Design | ⏺ Recording and Streaming |
|---|---|---|---|---|---|
| Python - SQL | Tableau - Matplotlib - Seaborn | Adobe Premiere Pro - Capcut | FL Studio - Audacity | Adobe Photoshop - Canva | OBS |
| 🛠️ Other Technologies & Tools | 📚 Python Libraries Used & Learning |
|---|---|
| DBeaver - WSL - Notion - Slack - TradingView | Pandas - NumPy - SciPy - Matplotlib - Seaborn - Plotly - TensorFlow - Statsmodels - Scikit-Learn - BeautifulSoup - Scrapy - Selenium - PyTorch - XGBoost - Prophet - Keras |
- 🔮 Machine Learning Forecasting Model: Built a time series forecasting model using
Scikit-learn'sRandomForestRegressorusingGridSearchCVto calibrate hyperparameters andmean_squared_errorandr2_scorefor metrics to predict sales trends for a retail dataset. The model accounted for seasonality, and holidays among other categories, achieving a high degree of accuracy with an R2 score of 79 and a low RMSE score. see repo - 🕸 Web Scraping: Built automated web scraping pipelines using Python,
Requests, andBeautifulSoupto extract data from static websites with complex pagination structures. Developed scripts that efficiently gather data for further analysis, enabling data-driven decision-making and insights. see repo - 🧹 Data Cleaning and Manipulation: Developed Python scripts using
Pandasfor cleaning, wrangling, and analyzing complex sales data, improving data accuracy by up to 100%. see repo - 📊 Data Visualization: Created dynamic and interactive dashboards using tools like
Tableau,MatplotlibandSeabornto communicate data-driven insights effectively. see repo
| Certificate | Badge |
|---|---|
| 📃 Google Data Analytics Professional Certificate | 👀 see badge |
| 📃 Data Analytics Bootcamp Certificate | 👀 see badge |
| 📃 Microsoft Office Specialist Certificate |
👀 view topics
- 🧠 AI, Machine Learning & Data Science: Building expertise in machine learning algorithms, data modeling, and statistical analysis to develop software solutions that solve real-world problems and enable data-driven decision-making, while also learning R.
👀 view goals
- 💼 Build a Data Analytics / AI Data Science Consultation Service: Offering personalized insights and data-driven solutions on Upwork.
- 📈 Become a Data Analyst and Evolve into a Data Scientist: Focus on mastering AI, machine learning, data modeling, and predictive analysis to solve complex business problems and drive strategic decision-making.
Thank you for stopping by! Feel free to explore my repositories and reach out if you have any questions or collaboration ideas. I'm always open to connecting with like-minded individuals!
📝 Let's Connect!:
