Hey there, I'm

Loo Zfeng

Data Science Student In Monash University

Browse My Recent

Projects

Amazon India Sales Analysis with R

- Data Analysis on the influence that size, style and color has on the revenue generated for each SKU

#R #Data Analysis #ETL

Passenger No-show Prediction with SASViya

- Predicting customer no-show with automl by choosing the champion model out of all range of classification models

#MetricEvaluation #AutoML

Music Genre Multiclass Classification with Optuna

- Auto hyperparameter tuning to find and finetune champion model to yield highest classification accuracy

#AutoHyperparametersTuning

Maxis GenAI Machine Learning for prediciting Truckroll Y/N

- Data concealed, this file showcases the whole machine learning process of the project

#SageMaker #Autopilot

Captii Stock Price Prediction with AWS

- Predicting stock prices using Amazon Sagemaker and Lambda, an end-to-end machine learning project

#Sagemaker #Lambda

Binary classification with Tensorflow Decision Forests

- Predicting the survivability of a passenger on board the Titanic with TensorFlow Decision Forests

#TensorFlow #DecisionForests

Pokemon Computer Vision with OpenCV and Pillow

- Learning the basics of computer vision using OpenCV and the Pillow library on Pokemon images

#ComputerVision #Pillow

PandasAI Data Analysis on Badminton GOAT

- Data analysis using PandasAI intelligence ran on LLM OpenAI GPT-4 to generate natural responses

#PromptEngineer #ChainLit

Craw4ai AI Scraping Tool on Lazada Webpage

- AI web scraping tool on Llama 3 Groq that auto adapts to web structure to turn HTML and JavaScript into CSV data

#Llama3 #Groq #Crawl4ai

Explore My

Tech Stack

Languages

Python

Advanced

R

Advanced

SQL

Advanced

Java

Basic

HTML/JavaScript/CSS

Intermediate

Libraries

Dplyr/Tidyverse

Advanced

Ggplot2/Matplotlib

Advanced

Pandas/Numpy

Advanced

Scikit-learn

Advanced

Keras/Tensorflow/Pytorch

Intermediate

Softwares

Jira

Advanced

Microsoft BI/Excel

Advanced

Gitlab

Advanced

Mongodb/Oracle/NoSQL

Intermediate

SAS Viya

Advanced

Dive Into My

Internships

GlobeOSS

Internship Period: July 2024 - October 2024

- Involvement in data integration activities, ensuring accurate extraction, optimized transformation, maintain seamless flow and consolidation of data from diverse data sources into the data ecosystem, while ensuring consistency and reliability.
- Build, maintain, and deploy data products inclusive of data visualization (dashboards) for analytics and data science teams on-premise and across cloud platforms (e.g., GCP, AWS, Azure).

Merchantrade Asia

Internship Period: Nov 2023 - Feb 2024

- Launched software testing for Enrich, MTA money mobile applications and Back Office for newly integrated Jompay and DuitNow RPP upgarde,
- Authored the Jompay Functional Specification Document (FSD) and meticulously wrote test cases, playing a crucial role in quality assurance.
- Collaborated on the successful deployment of the 2.0 version of the MTA app