Personal Web Blog

Ming Hao

Results-driven Data Scientist Manager with 8+ years of experience.
Expert in machine learning and deep learning techniques, with track records of
delivering end-to-end projects in lead generation, customer segmentation, and personalized recommendations.

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About me: Curious Data Storyteller

As a driven data scientist, I thrive at the intersection of logic and creativity. My passion is uncovering insights that transform complex data into compelling narratives.


Inspired by the intricate patterns in data, I draw motivation from diverse sources: the elegance of algorithms, the precision of statistical models, and the dynamic interactions within complex systems.


I turn data and life experience into stories, driven by curiosity and passion for uncovering hidden patterns. Inspired by algorithmic elegance, LLM assisted writing and drawing, and statistical precision.

Linkedin
Github

Work experience

Data Scientist, Manager
FWD Group, Singapore
Aug 2021 - Present

Spearheaded AI/ML initiatives and data transformation across Digital, Agency, and Bank Partnership.
focusing on cross-sell and acquisition, on end-to-end machine learning projects

Senior Data Scientist
ComfortDelgroGroup Zig, Singapore
Mar 2021 - Jul 2021

Led team members in leveraging AWS platform
(SageMaker, Glue, Athena, Lambda) for data and AI projects, with focus on DataOps and MLOps services.

Education

Master of Medical Physics
University of Sydney
2013 - 2014

Bachelor of Science (Double Major Physics and Chemistry)
Australian National University
2009 - 2012

Skills

Discover the proficiencies that allow me to bring imagination to life through data.

Python

Spark

Skilled with big data technologies such as spark, polars, duckDB.

Cloud Platform

Experienced in AWS, Azure, Databricks platform.

Data Pipeline

Skilled in using deploying data pipeline via airflow, luigi, azure data factory.

Machine Learning

Adept in sckit-learn, xgboost.

Optimization

LLM

Visualization

Adaptability

Let's create together

Ready to transform your vision into captivating designs?

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Explore my insightful articles on my blog

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Dive into a realm of design wisdom and creative inspiration, where you'll find invaluable insights, practical tips, and captivating narratives that elevate and enrich your creative journey.