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I do be hustlin'
๐Ÿ’ช
I do be hustlin'

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mrjxtr/README.md

Hi there, I'm Jester Lumacad! (@mrjxtr | Mr J) ๐Ÿ‘‹๐Ÿผ Welcome to my GitHub portfolio!

Typing SVG 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.

LinkedIn Upwork Facebook Instagram Threads X Gmail


๐Ÿ“Š Recent Projects

  • ๐Ÿ“Š Data Extractor with LLM Parsing: Developed a Python-based tool that scrapes clinical trial data from a specified website, processes it using an LLM via OpenRouter API, and exports the results to CSV. The project includes customizable scraping, real-time feedback, and modular design, simplifying data extraction and analysis for researchers.
  • ๐Ÿ”ฎ Machine Learning Forecasting Model: Built a time series forecasting model using Scikit-learn's RandomForestRegressor using GridSearchCV to calibrate hyperparameters and mean_squared_error and r2_score for metrics to predict sales trends for a retail dataset.
  • ๐Ÿ•ธ Web Scraping: Built automated web scraping pipelines using Python, Requests, and BeautifulSoup to extract data from static websites with complex pagination structures.
  • ๐Ÿ“Š Data Cleaning, Processing, Analysis, and Visualization: Developed Python scripts using Pandas for cleaning and analyzing complex sales data, improving data accuracy by up to 100%. Additionally, created dynamic, interactive dashboards using Tableau, Matplotlib, and Seaborn to effectively communicate data-driven insights.

๐Ÿ”ง Technologies & Tools

Jupyter Tableau Microsoft Excel Google Sheets

๐Ÿ‘จ๐Ÿผโ€๐Ÿ’ป Programming Languages ๐Ÿ“Š Data Visualization ๐Ÿ“น Video Editing ๐ŸŽต Music Production and Editing ๐Ÿ–ผ Graphic Design โบ Recording and Streaming
Python - SQL Tableau - Matplotlib - Seaborn Adobe Premiere Pro - Capcut FL Studio - Audacity Adobe Photoshop - Canva OBS
๐Ÿ› ๏ธ Other Technologies & Tools ๐Ÿ“š 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

๐Ÿ“œ Certifications

Certificate Badge ๐Ÿ“ˆ Stats
๐Ÿ“ƒ Google Data Analytics Professional Certificate
๐Ÿ‘€ see badgeCredly Verified
MrJxtr's github stats
๐Ÿ“ƒ Data Analytics Bootcamp Certificate
๐Ÿ‘€ see badgeBY: ALEXANDER BREGERG
๐Ÿ“ƒ Microsoft Office Specialist Certificate

๐ŸŒฑ Currently Learning

๐Ÿ‘€ view topics
  • ๐Ÿง  Data Science, AI, & Development: Building expertise in AI engineering, 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.

๐ŸŽฏ Goals

๐Ÿ‘€ view goals
  • ๐Ÿ’ผ Build a Data Analytics / AI Data Science Consultation Service: Offering personalized insights and data-driven solutions on Upwork.
  • ๐Ÿ“ˆ 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!

๐Ÿ“ Let's Connect!: LinkedIn Upwork Facebook Instagram Threads Twitter Gmail

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  1. Data_Extractor_LLM_Parser_Project Data_Extractor_LLM_Parser_Project Public

    Python tool for scraping clinical trial data, processing it with an LLM via OpenRouter API, and exporting the results to CSV.

    Python 1

  2. Bike_Rental_Forecasting_Model Bike_Rental_Forecasting_Model Public

    (ONGOING PROJECT) A predictive model for forecasting daily bike rental demand. This project aims to optimize inventory and staffing for better operational efficiency.

    Jupyter Notebook 1

  3. Web_Scraping_Project Web_Scraping_Project Public

    Web scraper for static websites that uses letters for Pagination [# A B C D] with a data cleaning pipeline to process and encrypt the raw and processed data.

    Python 1

  4. ChatGPT_Report_Generator ChatGPT_Report_Generator Public

    (ONGOING OPENAI API PROJECT) ChatGPT Report Generator.

    Python 1

  5. Tokyo_AirBnb_Analysis_Project Tokyo_AirBnb_Analysis_Project Public

    Full project case study and analysis to show potential opportunities to start an AirBnb business in Tokyo, Japan.

    Jupyter Notebook 2 1

  6. Coffee_Sales_Analysis Coffee_Sales_Analysis Public

    Full data analytics process from data gathering, data processing, data visualization and reporting on a small coffee shop sales data.

    Jupyter Notebook 1