Pinned Repositories
Automate-LinkedIn-Job-Application-with-Selenium
Apply page object design pattern with Selenium to automate LinkedIn application
AWS-Batch-Processing
Big data analysis with AWS services, filtering the Wikiticker dataset with Apache Spark on Amazon EMR, storing data in S3, cataloging with AWS Glue, and querying with Amazon Athena. This end-to-end pipeline exemplifies handling and analyzing big data in the cloud.
Git-Hub-Social-Network-Link-Prediction
Link prediction model that predicts whether pairs of GitHub developers will have mutual followers
Machine-Learning-Specialization
Contains solutions and notes for the Machine Learning Specialization by Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Medical-Appointment-No-Show-Prediction
A machine learning solution predicting patient no-shows in healthcare appointments. This project integrates EDA, data processing, feature engineering, and XGBoost modeling, with a workflow spanning from Snowflake data retrieval to AWS deployment (S3, SageMaker, Lambda, API Gateway), aiming to enhance appointment management in medical ERP systems.
MEMGRAPH-Graph-Analytics-with-NetworkX
Graph Analytics delivered by MEMGRAPH academy
Polyp-Segmentation
Polyp segmentation tool utilizing U-Net for accurate medical image analysis, designed to enhance early detection and diagnosis of colorectal cancer. Features a user-friendly Streamlit web app for easy image processing and analysis, leveraging the Kvasir-SEG dataset for improved healthcare outcomes.
PwC-Switzerland-Power-BI-in-Data-Analytics-Virtual-Case-Experience
Comprehensive Power BI dashboards showcasing insights on Call Centre Trends, Customer Retention, and Diversity & Inclusion to drive business impact.
SpaceX-Launch-Prediction
Prediction of SpaceX Falcon 9 rocket launches through data collection, wrangling, exploratory data analysis, and predictive modeling. Created an interactive dashboard with Plotly Dash for real-time insights and an interactive Folium map to analyze launch site proximity, hosted on PythonAnywhere.
Voice-Commander-System
A voice-activated command system designed to help quadriplegic individuals control their environment wirelessly. Utilizing voice recognition and RF communication, this simple yet effective setup allows users to operate devices such as door openers, improving independence without physical intervention.
TimKong21's Repositories
TimKong21/PwC-Switzerland-Power-BI-in-Data-Analytics-Virtual-Case-Experience
Comprehensive Power BI dashboards showcasing insights on Call Centre Trends, Customer Retention, and Diversity & Inclusion to drive business impact.
TimKong21/MEMGRAPH-Graph-Analytics-with-NetworkX
Graph Analytics delivered by MEMGRAPH academy
TimKong21/Polyp-Segmentation
Polyp segmentation tool utilizing U-Net for accurate medical image analysis, designed to enhance early detection and diagnosis of colorectal cancer. Features a user-friendly Streamlit web app for easy image processing and analysis, leveraging the Kvasir-SEG dataset for improved healthcare outcomes.
TimKong21/Medical-Appointment-No-Show-Prediction
A machine learning solution predicting patient no-shows in healthcare appointments. This project integrates EDA, data processing, feature engineering, and XGBoost modeling, with a workflow spanning from Snowflake data retrieval to AWS deployment (S3, SageMaker, Lambda, API Gateway), aiming to enhance appointment management in medical ERP systems.
TimKong21/Automate-LinkedIn-Job-Application-with-Selenium
Apply page object design pattern with Selenium to automate LinkedIn application
TimKong21/Git-Hub-Social-Network-Link-Prediction
Link prediction model that predicts whether pairs of GitHub developers will have mutual followers
TimKong21/Machine-Learning-Specialization
Contains solutions and notes for the Machine Learning Specialization by Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
TimKong21/Voice-Commander-System
A voice-activated command system designed to help quadriplegic individuals control their environment wirelessly. Utilizing voice recognition and RF communication, this simple yet effective setup allows users to operate devices such as door openers, improving independence without physical intervention.
TimKong21/AWS-Batch-Processing
Big data analysis with AWS services, filtering the Wikiticker dataset with Apache Spark on Amazon EMR, storing data in S3, cataloging with AWS Glue, and querying with Amazon Athena. This end-to-end pipeline exemplifies handling and analyzing big data in the cloud.
TimKong21/Deep-Learning-Specialization-
Contains solutions and notes for the Deep Learning Specialization by Deeplearning.ai, Andrew Ng on Coursera
TimKong21/Facebook-page-classifier
Apply Multi-class node classification algorithm to classify Facebook page content type
TimKong21/IBM-Data-Science-Professional-Certificate
About IBM Data Science Professional Certificate helps build data science skills, learn Python & SQL, analyze & visualize data, build machine learning models.
TimKong21/SpaceX-Launch-Prediction
Prediction of SpaceX Falcon 9 rocket launches through data collection, wrangling, exploratory data analysis, and predictive modeling. Created an interactive dashboard with Plotly Dash for real-time insights and an interactive Folium map to analyze launch site proximity, hosted on PythonAnywhere.