CV

Climate & Energy Data Scientist | Caixin ESG30 Young Scholar

Summary

Focus AI Agent for Energy & Climate
Strengths Uncertainty-aware modeling, specializing in the digitalization of MRV and 4D seismic monitoring for CCUS cluster governance.
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Experience

  • 2024.07 - Present
    Business Development Manager (New Energy)
    BGP CNPC
    • Client-facing work translating technical constraints into commercial proposals and delivery plans; architecting Digital Carbon Monitoring & MRV frameworks to strengthen a data-to-decision mindset.
  • 2023.12 - 2024.06
    Principal
    LIU GEOCONSULTING
    • Built a real-time state-estimation prototype (Unscented Kalman Filter) with FastAPI + PostgreSQL.
    • Converted modeling output into user-facing service features as a blueprint for scalable B2B decision tools.
    • Consulting service for Eurostar.
  • 2021.11 - 2023.12
    Research Assistant (Energy & Climate Data Science)
    University of Oslo
    • Bias correction and spatial downscaling workflows for climate/weather data with energy applications in mind.
    • Remote sensing + ML for seasonal snow; contributed to reproducible research workflows and open-source tooling.

Skills

Programming Python, SQL, Git
ML & Statistics Bayesian inference, Kalman filtering, machine learning, evaluation under uncertainty
Data & Engineering FastAPI, PostgreSQL, Docker, ETL, REST APIs
Geospatial Xarray, GeoPandas, Rasterio, Shapely, GIS automation
Domains CCUS, AI Agent, Climate & energy datasets, remote sensing, geophysical data

Education

  • 2021 - 2023
    M.Sc. Geoscience
    University of Oslo (Norway)
    • Thesis: Snow depth retrieval and downscaling using satellite laser altimetry, machine learning, and climate reanalysis.
    • GPA: 3.9/4.0.
  • 2010 - 2014
    B.Sc. Geodesy & Geomatics
    Southwest Petroleum University (China)
    • Thesis: A WebGIS system for urban infrastructure management.

Additional

Publications, Workshops and Patents

  • AI Agent for Climate and Energy
    • AI Agent in CCUS: Toward autonomous MRV and cluster monitoring 路 In Progress 路 2026.
  • Cryosphere x Remote Sensing
    • Retrieving snow depth distribution by downscaling ERA5 reanalysis with ICESat-2 laser altimetry 路 Cold Regions Science and Technology 路 2025.
    • Snow depth retrieval and downscaling using satellite laser altimetry, machine learning and climate reanalysis 路 IUGG 2023 Berlin 路 2023.
    • Unlocking the Secrets of Snow Depth 路 Student presentation at SDG Conference (UiO) 路 2023.
  • Offshore / Geophysics
    • An identification system for underwater seismic devices 路 Patent (PRC) 路 2022.
    • Offshoreorient v1.0 路 Software Copyright 路 2020.

Additional Experience & Volunteering

  • 2014.07 - 2021.07
    Geomatics Engineer & Assistant Project Manager
    BGP CNPC
    • Delivered offshore geophysical survey data products; built QC/reporting automation to reduce manual workload.
    • Licensed Registered Surveyor (2018); promoted to Assistant Project Manager (2021).
  • 2023.05 - 2023.07
    Summer Research Assistant
    • Bias correction and spatial downscaling of weather/climate datasets for energy-system modeling.
  • 2023
    Teaching Assistant (Geophysical Data Science)
    • Taught Python labs and supported students with scientific programming and data analysis workflows.

Other Interests

  • Writing on climate change and energy transition.
  • Endurance sports (running, skiing).
  • Open source geospatial tooling and scientific workflows.