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mmanunpat1005/README.md

Hi👋 I'm Manunpat Sirijaturaporn (Mandy)

📈 Equipped with a Master's in Management (Business Analytics) from the University of Lausanne and a Bachelor's in Business Administration, I've engaged in extensive data analysis and research, forecasting, and creating innovative data-driven solutions

💼 Experienced in diverse roles, from risk analysis at Accenture to academic research, teaching, and hands-on projects. Proficient in R, Python, and data visualization tools like R Shiny and R Markdown

🌐 Multilingual (Thai, English, und ein bisschen Deutsch) and passionate about leveraging analytical skills to drive impactful innovation in the realm of quantitative analysis

🔍 Ready to explore new opportunities in the field of data analytics and business intelligence

I like going out close to nature 🌿 and a big fan of dogs 🐶

📫 How to reach me: mmanunpat@gmail.com

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  1. Master_Thesis Master_Thesis Public

    By employing Extreme Value Theory, this research utilizes data from EM-DAT, World Bank, and IPCC databases to uncover insights into the impact of carbon emissions on exacerbating extreme flood even…

  2. CONSUMER_LOAN_DEFAULT_PREDICTION CONSUMER_LOAN_DEFAULT_PREDICTION Public

    Applying various machine learning classification models to predict the credit quality of new loan applicants (KNN, Logistic regression, Naïve Bayes, Decision Trees, Random Forest, Neural Networks, …

    R

  3. Customized_Optimizing_McDonald-smeal_Application- Customized_Optimizing_McDonald-smeal_Application- Public

    A nutrition optimization application for McDonald’s meal plans using Python, user-specific data (age, weight, activity), and key libraries/tools such as pandas, NumPy, Google OR-Tools, and Tkinter,…

    Python

  4. BIKE_SHARING_FORECASTING BIKE_SHARING_FORECASTING Public

    Predicting the number of available bikes at the bike-sharing stations in Morges for every 10 minutes on a predefined date using the data from a large Swiss bike-sharing company with a broad range o…

    R

  5. UnilSports UnilSports Public

    This project focuses on developing an interactive dashboard, UnilSports, utilizing R Shiny and various statistical methodologies to suggest personalized sports class timetables at UNIL/EPFL Sports …

    R

  6. TM_TED TM_TED Public

    Utilizing machine learning and text mining, this study conducts sentiment and topic analysis on TED talk transcripts, demonstrating a high accuracy in predicting video topics and showcasing a posit…

    HTML