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!.


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.

  • 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.

  • 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.

  • 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..

  • SQL


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

  • Business

    Experience in

  • Business analysis Data Science

    Experience with
    Machine Learning

  • Food Science

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

Personal Acomplishments


Programming courses taken


Programming course projects delivered


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