ben-tkt,Ben Tan,github

Process Engineer | Data Scientist

Hi 👋 My name is Ben

7+ years of engineering education have shaped me into a systematic, inquisitive, and philosophical thinker.

Coupled with introspection, further evolving my professional repertoire into that of an empathetic communicator, a skilled planner, and an adept problem solver.

Confident in leadership, and yet humble in the journey of lifelong learning.

With courage and insights from a diverse background, I seek to continue gaining wisdom, become a positive impact to those around me, and make the world a better place.

🔭 I’m working as a Data Scientist in the Marine Industry
🌱 I’m currently learning Rockset Databases
🤔 I’m looking for work opportunities involving Data Science
⚡ Fun fact: I used analytics to plan my games
📫 How to reach me: [email protected]

Skills & Experience

Data & Statistical Analytics
Data Visualization & Storytelling
Clustering Algorithms
Dimensionality Reduction
Regression Models
Deep Learning Neural Networks
Recommendation Systems
Big Data Architecture

Languages and Tools

Python Libraries:

Ben Tan's Projects

ben-tkt

Portfolio Page

ben-tkt.github.io

This is used to set up and host my github pages resume

building-clustering-models

In this project, I built different clustering algorithms and compared their performance in a fantasy soccer game platform

building-recommendation-models

Creating Recommendation Models using differetn filtering methods

building-regression-models

Using Deep Learning and other regression models to develop an accurate predictive model in Python

classification-models

A project using Random Forest algorithm to make predictions

deeplearning-hyperparameter-tuning

In this project, I focus on tuning the hyperparameters of a neural network to predict a passenger's survival rate on the Titanic incident.

eda-on-emergency-department

In this project, i used SQL and Tableau to perform EDA on a dataset from a fictitious Emergency Department with the aim to improve management and performance.