Lee Ming Xiang

I am Malaysian Chinese, who speak multilingual including Mandarin (native), English (proficient), Malay (moderate), Hokkien and Catonese.

I am currently working as Data Analytics Engineer at SLB, with Petroleum Geoscience background and Master in Data Science. I am deeply enthusiatic in developing data science solutions for oil and gas industry.

👉 MLee27@slb.com / mingxiang1006@gmail.com

Skills and Qualifications

Tech Stack

Python, C++, HTML, CSS
Streamlit, FastAPI, Docker, Micrsoft Azure
Delfi, Dataiku, Cognite Data Fusion
Tibco Spotfire, Power BI
MySQL, Oracle, Postgres
Petrel, Omega, Hampson-Russel

Work History

🚀 DATA ANALYTICS ENGINEER | KL INNOVATION FACTORI, SLB

06/2021 - Present

Worked on multiple projects related to Subsurface, Production & Drilling domains:

1. Natural Language Processing (NLP):

  • Developed and deployed webapp to automatically extract insights from Daily Operation Report remark section.
  • Involved and mentoring to build oil and gas language model using transformer.
  • Involved and mentoring to identify near miss drilling event from Daily Drilling Reports.

2. Machine Learning & Data Analytics:

  • Applied cross domain pattern recognition to identify the relationship between petrophysical properties and production potentials.
  • Developed and deployed diagnostic analytics dashboard to identify overperforming and underperforming wells based on well production properties.
  • Developed predictive analytics dashboard to calculate platform CO2 emission based on prediction of gas fuel rate.

3. Programming:

  • Developed seismic auto converter from SEGY to DIO & DIO to SEGY format using C++.
🚀 GEOPHYSICIST | GEOSOLUTIONS, SLB

03/2018 - 06/2021

Worked on multiple seismic processing project in both shallow and deep water surveys.

  • Processed seismic in Offshore Australia, India, Gabon, Malaysia & Myanmar.
  • Worked on seismic interfrence noise removal, demultiple, denoise, seismic to well tie.
  • Worked on seismic interpretation including water bottom, fault and horizon picking.
  • Developed and deployed analytics dashboard in streamlining Adaptive Deghosting testing efficiency by saving ~70% of man hours and cost.

Publications & Accomplishments

🏆 Business Impact Award for 2021 SLB Asia Sustainability Hackathon.
🏆 SEG Kuwait Workshop: Imaging multi-order multiples - Shallow Water Case Study from South East Asia.