Ming Lin

Senior Data Scientist at Granite Robotics · Credit risk modelling

Granite Robotics

Taipei, Taiwan · CST (UTC+8)

10+ years experience

Australian National University

English, Mandarin

Open to work

Messaging unavailable

Overview

Currently at Granite Robotics, where I work on credit risk modelling. Replaced 28 hand-built dashboards with one metrics layer people trust. Before that: ByteDance and Deloitte. Most at home with SQL and Python. Open-source contributor on weekends.

Good reasons to reach out

Roles in credit risk modelling
Working sessions on SQL

Please don't message about

Agency or outsourcing pitches
Survey or panel invitations

Checks messages twice a week

Skills

credit scoringPythonmodel governanceSQLXGBoostsurvival analysis

Open to workLooking for a role

closes in 3 months

Senior Data Scientist roles in developer tools - Taipei or remote

Target roles: Senior Data Scientist
Level: Senior
Industries: E-commerce, Developer tools
Work mode: Remote
Available: Immediately
Work authorization: Authorized to work in Taiwan
What I'm looking for: Scope to lead credit risk modelling work, with a manager who gives direct feedback.
Not interested in: Agencies and outsourcing firms

10 years in credit risk modelling. Strongest at SQL and XGBoost. Available immediately.

Taipei, Taiwanxgboostpythoncredit scoring

Open

Experience

Senior Data Scientist
Sep 2024 - Present
Granite Robotics · 2 yr 1 mo · Full-time · Taipei, Taiwan
- Took the risk models through 2 regulatory model reviews.
- Replaced 73 hand-built dashboards with one metrics layer people trust.
- Built the scorecard that lifted approval rates by 14% at flat losses.
Data Scientist
May 2021 - Sep 2024
ByteDance · 3 yr 4 mo · Full-time · Taipei, Taiwan
- Taught SQL to 108 non-analysts.
- Wrote the metric definitions the leadership team reviews every week.
Data Scientist
Nov 2017 - May 2021
Deloitte · 3 yr 6 mo · Full-time · Taipei, Taiwan
- Taught SQL to 144 non-analysts.
- Built the scorecard that lifted approval rates by 6% at flat losses.
Data Analyst
Oct 2016 - Nov 2017
PwC · 1 yr 1 mo · Full-time · Taipei, Taiwan
- Took the risk models through 3 regulatory model reviews.

Projects

Side project: a recipe search engine

2023

Built with survival analysis and Python. 3882 people used it last year.

References

No references yet.

Education

Australian National University
BSc, Computer Science
2011 - 2015

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Compensation expectations

What they are targeting for their next role.

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