Portfolio
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    • Welcome To
    Amber's Personal Portfolio

    Making better decision with the power of data science.
    The purpose of my portfolio is to showcase some of my coding projects and highlights.

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    About Me

    Together, we can make the world a better place!
    I’m driven to constantly refine myself to be a better person.
    - I am constantly learning because I’m a curious person and stay humble and hungry.
    - I am result oriented and focus on making high-quality decisions that drive maximum impact.
    - I am a team player, and helping the team win gives me greater joy.
    - I am self-motivated and passionate about tech and creating businesses that build a better world.
    - I enjoy meeting new people, hearing new perspectives, reading, writing, music, arts, and a lover of nature and astronomy.
    Welcome to reach out if you want to talk about tech, data science, machine learning, AI, Web3.0, NFTs, climate change, writing, astronomy, and creating a business, or any topic!.

    Projects

    Twitter Sentiment

    Using R and a Twitter Developer account, I’ve completed a sentiment analysis using Naive Bayes Classification to create models for marketing insights purposes.

    Stack
    • Twitter
    • R

    Text-Based Adventure Game

    This game is a simple text-based game made solely with Python. I’ve used simple string manipulation, UDFs, variables, user inputs and input handling, conditional statements, and loops accordingly for a Python class taken in my Master’s degree.

    Stack
    • Python

    Machine Learning in Python

    This project encompassing feature engineering, model preparation, variable selection, and model development. Include: Logistic Regression, Classification modeling, k-Nearest Neighbors Classifier, Categorical Naive Bayes model, PCA(Perform principal component analysis) and k-means clustering.

    Stack
    • Machine Learning
    • Python

    Project in SQL

    This project shows how to build queries and insert results into tmp tables through a stored procedure to create the Profit and Loss (P&L) and Balance Sheet (B/S) statements..

    Stack
    • SQL

    Technologies

    I've worked with a range of skills in Business analysis, Data Science, and Food Science.

    • Business

      Experience in
      Entrepreneur
      Marketing
      Consultant

    • Business analysis Data Science

      Experience with
      SQL
      Python
      R
      Machine Learning
      React.js

    • Food Science

      Experience in
      Sensory evaluation of new and existing formulation
      Food inspection analysis

    Personal Acomplishments

    7+

    Programming courses taken

    10+

    Programming course projects delivered

    2+

    Work experience projects

    Blogs coming soon

    We have no plante B- Climate actions need you

    How much you know Web3.0 and Crypto network affect our future work life?

    Time and Space

    Together, we make the world a better place