Hadyan Pratama Email & Phone Number

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia

Enschede, Overijssel, Netherlands

✅ Designed and Implemented Convolutional Neural Network using U-Net Architecture and Transfer Learning technique to detect the fault in seismic data.✅ Conducted collaboration between the Center of Subsurface Imaging (CSI) Universiti Teknologi PETRONAS and dGB Earth Science in Applying Artificial Intelligence to Geoscience problems.

Perak, Malaysia

✅ Conducted research on the application of various Deep Learning and Machine Learning techniques for the detection of geological features on 3D seismic data.✅ Provide guidance and mentoring, as well as create and enhance the undergraduate seismic processing, imaging, and data analysis laboratory.

Jakarta

✅ Project topic: Automatic Fault Delineation using Convolutional Neural Network (CNN).✅ Develop software using CNN to predict the fault delineation on 3D seismic data automatically.✅ Compared CNN result with Schlumberger Ant-track fault detection method.✅ Using Python with Keras package (TensorFlow as the backend) to train and test model.✅ Using Python.

Greater Jakarta Area, Indonesia

✅ Project topic: Prestack Seismic Interpretation Workflow in Petrel with AVO Plot Screening using Machine Learning.✅ Learning to work on Pre-stack seismic interpretation workflow in Petrel.✅ Using Python with Pandas package for AVO data pre-conditioning.✅ Performed Machine Learning technique for AVO curve matching analysis.

Surabaya

✅ Project topic: Seismic Time Structure Map Interpretation.✅ Doing the practical work of building time structure map from 3D seismic data.

Master Of Science - Ms, Petroleum Geoscience

✅ Master by Research on a joint project between PETRONAS Research (PRSB) and UTP Centre for Subsurface Seismic Imaging and Hydrocarbon.

Gelar Sarjana, Geological/Geophysical Engineering