Hi there! This documentation provides a concise overview of my expertise and capabilities in the field of data, showcasing my skills and knowledge in this domain.
Table of Contents :
- VIX Data Analytics Accenture
- Medical Inventory Optimization and Forecasting
- CAPM Web Application Financial Analysis Project
- Malaysia Covid-19 Dashboard
Job Simulation by Accenture North America | Individual | Power BI
This project aimed to analyze content categories within the realm of Social Buzz company, focusing on identifying the top 5 categories with the highest aggregate content popularity. Using 3 datasets (Contents, Reactions and Reaction Types) as a labelled dataset, we recommended which of these content categories should be targeted to drive the most value for the organization. Upon completion of the project, we deliver recommendations to our clients to enhance their business decision-making processes.
✅ Task 1 - Project Understanding
✅ Task 2 - Data Cleaning & Modelling
✅ Task 3 - Data Visualization and Storytelling
⚙️ Tool : Excel
💻 Visualization : Power BI
🗂️ Source Dataset : Accenture
Click to view full documentation
Virtual Internship | Individual | Python & Machine Learning
The primary objective of this project is to minimize the drug shortages and maximize the availability of drugs, customer satisfaction, and profits. Forecasting in pharmaceutical industry was done by using time-series forecasting model.
To start our engagement with the company, we have embarked on a typical time series forecasting pipeline, consisting of three major phases:
- Feature engineering and Data preparation
- Exploratory data analysis (time-series analysis)
- Forecasting
✅ Task 1 - Project Scope
✅ Task 2 - Data Preprocessing
✅ Task 3 - Exploratory Data Analysis (EDA)
✅ Task 4 - Forecasting Model
⚙️ Tool : Python, MySQL
💻 Presentation Deck : PowerPoint
🗂️ Source Dataset : Innodatatics
Click to view full documentation
Individual | Python | Web Application
This project showcases a web application that is designed to perform CAPM calculations for different stocks. The application uses Python programming language and its libraries such as Pandas, NumPy, Streamlit and Plotly, to gather stock data from Yahoo Finance and perform calculations to determine expected returns.
The project consist of three major tasks:
✅ Task 1 - Project Understanding
✅ Task 2 - Development of Web Application
✅ Task 3 - Web Deployment
⚙️ Tool : Python
💻 Frameworks : Streamlit
🗂️ Source Dataset : SP500
Click to view full documentation
Virtual Internship by Innodatatics USA & 360DigiTMG | Individual | Looker Data Studio
Malaysia COVID-19 Dashboard, a comprehensive platform created to provide timely and crucial insights into the COVID-19 situation in Malaysia. This dashboard offers real-time data on key COVID-19 metrics, including new active cases, new confirmed cases, new deaths, and recoveries.
⚙️ Tools — Looker Data Studio, BigQuery
💻 Area — Data Analysis, Data Blending, Data Visualization
🗂️ Data Source : MoH-Malaysia (Open-Source)
Click to view full documentation
- Business Intelligence with Power BI | 360DigiTMG
- Data Visualization Using Tableau | 360DigiTMG
- Databases and SQL for Data Science with Python | IBM
- Database Management Systems | 360DigiTMG
- Python Programming | 360DigiTMG
- Data Preprocessing and EDA | 360DigiTMG
- Fundamentals of Visualization with Tableau | UC Davis