Postdoctoral Scholar @ University of California, Berkeley, California, USA
March 2026 — Present
Working on a various research projects related to AI-assisted geothermal field development
About Me
Hi I am Randy Harsuko 
,
a Postdoctoral Scholar at Civil Engineering and Environmental Department, UC Berkeley and a Research Affiliate at Lawrence Berkeley National Lab (LBNL). I went to KAUST for my Ph.D. in Earth Science and Engineering (ErSE). My research focus includes seismic processing, deep learning, and seismic inverse problems. I am keen on developing my skills on programming and deep learning tools such as Python, PyTorch, Tensorflow, etc. Feel free to contact me to discuss about collaboration or job opportunities!
Tech Stack
Python
Advanced
MATLAB
Intermediate
PyTorch
Advanced
TensorFlow
Intermediate
Other Skills
Microsoft Office
Advanced
Experience
Student Assistant @ Lawrence Berkeley National Laboratory, California, USA
June 2025 — August 2025
Developed an AI agent specialized in geothermal field development purposes by utilizing an agentic RAG workflow.
Research Intern @ Saudi Aramco, Saudi Arabia
June 2024 — August 2024
Developed a Meta-Continual Learning framework for a seismic interpretation foundation model with the AI & Advanced Computing Team, EXPEC ARC.
Data Analyst @ PT Sharing Vision Indonesia, Jakarta, Indonesia
February 2021 — July 2021
Created insights from a big data cluster of one of the country's biggest state-owned enterprises using statistics and data visualization techniques.
Junior Geophysicist @ PT LAPI ITB, Bandung, Indonesia
August 2020 — Februay 2021
Determined potential hydrocarbon reservoir region in Java Island, Indonesia using passive seismic waveform attributes and machine learning.
Intern @ PT PetroChina International Jabung, Jakarta, Indonesia
July 2018 — August 2018
Identified potential reservoir region based on seismic multi-attrbute analysis on newly added development wells in Sumatera, Indonesia.
Education
Ph.D. Student, Earth Science and Engineering, KAUST
August 2021 — December 2025
Developed various projects on deep learning applied to seismic data processing and inverse problems under Seismic Wave Analysis Group (SWAG) and DeepWave consortium.
Master of Science in Geophysical Engineering, Bandung Institute of Technology
June 2019 — September 2020
Graduated with cumme laude, thesis on “Delineation of Shear Wave Velocity Structure Beneath Mataram City Using HVSR to Mitigate Earthquake Hazard”
Bachelor of Science in Geophysical Engineering, Bandung Institute of Technology
August 2015 — July 2019
Graduated with cumme laude, thesis on “Analysis of HVSR Curve to Estimate Earthquake Amplification and Seismic Vulnerability in Lombok Island, Indonesia”