Pertamina zona 9/10

Senior Petroleum Engineer/Data Scientist/Machine Learning Engineer

Omdena Cologne Chapter

- Extracted texts from web using web scraping, performed EDA, and cleaned text data.
- Trained and tested LLM models to identify the best option for bias detection in climate reports.
- Fine-tuned and evaluated the trained model to ensure high performance, and delivered the finalized 
   model to the production pipeline for deployment, resulting in significant improvements in bias detection 
   accuracy in climate reports.

Machine Learning Engineer

Omdena Singapore Chapter AI Wellness

- Collected and annotated data for computer vision models, tested computer visions algorithms including 
   Mediapipe Blazepose and Yolov7, to develop anAI-assisted exercise application.
- Evaluated the performance of the models by detecting and rating the accuracy of numerous exercises.
- Deployed the model with user-friendly and interactive access using Streamlit for an optimal user 
   experience.

Omdena Aswan Chapter

- Collected data from various sources, performed cleaning and exploratory data analysis (EDA) to 
   prepare data formodeling.
- Conducted testing on LLM and ML models to identify the best option for the project.
- Delivered the fi nalized model to the production pipeline for deployment, resulting in a signifi cant 
   improvement in hatespeech detection accuracy

VICO Indonesia

• Produced both analytical and numerical production models
• Harmonized reservoir simulation and physics-based models with real production data

Petroleum Engineer

Experienced data scientist with 5 years of expertise in leveraging machine learning to optimize upstream oil and gasoperations. Skilled in data extraction, feature engineering, and profi cient in end-to-end machine learning projects, includingmodel training and deployment. Extensive experience collaborating with Omdena on various machine learning projects.

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