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Ads2306/README.md

Hi there, I'm Adam Lau

Aspiring Data Analyst | Analytical Problem Solver

LinkedIn

About Me

I am a dedicated data professional focused on extracting clarity from complex datasets. With a strong foundation in quantitative methodology and data workflows, I specialize in transforming raw information into interactive visualizations and structural metrics that drive operational decisions.

  • Credentials: CompTIA Data+ Certified | Foundation Certificate in Business Analysis | BCS Tech10 Data Analysis Diploma
  • In Development: Implementing grocery list aggregator to the automated nutrition pipeline with a fully dynamic 7-day scheduling system.
  • Career Focus: Performance Analyst, Junior Risk Analyst, and Data Analyst frameworks.

Tech Stack & Tools

Advanced Data Processing & Programming

Python Pandas NumPy

Machine Learning & Data Science

Scikit-Learn TensorFlow Seaborn

Relational Databases & SQL

SQL Server MySQL

Business Intelligence & Exploration

Tableau Power Bi Excel

Environment & Version Control

VS Code GitHub Windows

Featured Project

Macro and Meal Planning Engine

A data-driven nutrition engine designed to automate menu generation and balance structural macronutrient profiles.

  • Current Progress: Built a functional, python-scripted weekly nutrition generator.
  • Next Milestone: Grocery List Aggregator (consolidating weekly meal output into a single shopping list with total budget tracking).
  • Analytical Additions: Developing a tracking visual matrix to display variance over time, tracking changes in weight relative to ongoing baseline caloric shifts.
Polished Portfolio Profile | Powered by GitHub Readme Stats

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  1. Macro-and-Meal-Planning-Engine Macro-and-Meal-Planning-Engine Public

    Building an automated data tool that generates a 7-day meal plan based on a custom database of common meals, adhering strictly to user-defined caloric and macronutrient targets (Protein, Carbs, Fat…

    Jupyter Notebook 1

  2. Analysing-Titanic-Dataset Analysing-Titanic-Dataset Public

    Performing EDA and creating Visualisations.

    Jupyter Notebook

  3. Conducting-Data-Analysis-on-Diabetes-Medication-Clinical-Trial-Dataset Conducting-Data-Analysis-on-Diabetes-Medication-Clinical-Trial-Dataset Public

    Performing EDA, creating Visualisations and providing analysis and insights for stakeholders

    Jupyter Notebook

  4. Conducting-Data-Analysis-on-National-River-Toxin-Levels-Dataset Conducting-Data-Analysis-on-National-River-Toxin-Levels-Dataset Public

    Performing EDA, creating Visualisations and providing analysis and insights for stakeholders as part of data analysis training

    Jupyter Notebook

  5. Data-Analysis-of-Global-Mart-Dataset Data-Analysis-of-Global-Mart-Dataset Public

    Performing EDA, creating Visualisations and providing analysis and insights for stakeholders as part of data analysis training.

    Jupyter Notebook

  6. google-playstore-data-cleaning google-playstore-data-cleaning Public

    Performing EDA on google playstore dataset (2018) and answering questions.

    Jupyter Notebook