Geoffrey Hung

Data Scientist

https://talent.gravityer.com/geoffrey-hung

Member since June 19, 2026

Key Strengths

Demonstrated interest in data science and machine learning through personal projects like 'MLND' and 'Energy-consumption-prediction'.
Experience with Python, Jupyter Notebook, and shell scripting, which are foundational for data science roles.
Exposure to data engineering concepts with 'project-ark' (extracting data, loading to BQ, data quality with dbt, GitHub Actions).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate initiative and self-learning. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit in a collaborative work environment. The projects show a breadth of interest in data science, MLOps, and data engineering, which aligns with a dynamic data science role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

SQLtoTests

September 20, 2024 – September 20, 2024

experimental project to generate tests for [complex] sql queries

View Project

python-article

January 8, 2022 – January 8, 2022

repo to demo the things in article

View Project

fastapi-heroku

November 15, 2021 – November 26, 2021

fastapi-heroku — GitHub repository

View Project

blog

March 23, 2021 – December 17, 2022

https://G-Hung.github.io/blog/

View Project

project-ark

February 20, 2021 – August 2, 2022

Mini serverless(?) pipeline to extract daily ARK holdings data, load data to BQ, check data quality via dbt using GitHub Actions

View Project

model-productization_article

July 26, 2020 – May 22, 2023

This is repo to demonstrate how to convert from Jupyter Notebook to scripts with some engineering practices

View Project

Energy-consumption-prediction

December 2, 2019 – May 23, 2020

Forcasting the energy consumption of different buildings with time

View Project

MLND

November 5, 2017 – February 25, 2018

Udacity machine learning nanodegree

View Project

GitHub-API

January 30, 2016 – January 30, 2016

The code is mainly for retrieving data from GitHub API and digest whether the title is changed. If so, stimulate issue updated webhook

View Project

Key Strengths

Demonstrated interest in data science and machine learning through personal projects like 'MLND' and 'Energy-consumption-prediction'.
Experience with Python, Jupyter Notebook, and shell scripting, which are foundational for data science roles.
Exposure to data engineering concepts with 'project-ark' (extracting data, loading to BQ, data quality with dbt, GitHub Actions).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Geoffrey Hung

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit