Hi There!
I'm Yohanes Nuwara. I am an expert data scientist at Asia Pulp & Paper, one of the largest paper manufacturing companies in the world. I am working on computer vision method for precision forestry projects. I have been helping clients (mostly professionals) start their journey in Data Science and Machine Learning and implement them in oil and gas projects. Visit my website.
Research/Interests: deep learning in computer vision, optimization algorithms
🧪 Projects
- Volve Machine Learning - Machine learning implementations on Equinor's Volve oil field and other open-source datasets, with articles in Towards Data Science.
- DASLab - Distributed acoustic sensing lab of modules and functions developed for fiber-optic research (developed at RITE)
- Carbon Capture and Storage - Workflows for geophysical simulations for monitoring of underground CO2 storage (developed at CCS Gundih Project)
🌏 Geoscience Repositories
- PyReservoir - Python utilities for reservoir engineering calculations. PVT analysis, Well Test, Volumetric Mapping, Material Balance, and Decline Curve Analysis.
- Formation Evaluation - Python utilities for formation evaluation and petrophysical analysis
- Reservoir Geomechanics - Python worked homework problems from Mark Zoback's Stanford University Course for Reservoir Geomechanics and Unconventional Reservoir Geomechanics.
- Computational Geophysics - Computational geophysics with Python
- Open Geoscience Repository - Repository that contains links and tutorials to access open geoscience datasets (SEG Wiki, Geothermal GDR OpenEi, many more)
💻 Educational Resources
Want to start Python?
Python Bootcamp for Geoengineers - All YouTube video links, notebooks, data, and exercises from courses that I have taught with SPE and many more.
Want to solve reservoir engineering cases with Python? I also have tutorial articles in LinkedIn:
- Aquifer influx calculation with Python
- Decline curve analysis with Python
- Volumetric analysis with Python
- Gas material balance with Python
- Oil material balance with Python
- Reservoir drive calculation with Python
- PVT correlation with Python
- Modeling well transient flow with Python
- Drawdown well test analysis with Python
💬 Contact me
If someone has a brand new, ground-breaking, and fresh idea, probably to collaborate on work together, don't hesitate to contact me.
- LinkedIn - Let's professionally network and communicate. I actively posted my project bites and tutorials there.
- ResearchGate - My researches and publications
- Flickr - I partly like photography, do you want to have a look at mine?
- Facebook - Just for fun.