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Hey, I am Tayfun Jamalbayli

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ABOUT ME

I am a reservoir engineer with a strong programming background, focusing on the development of reservoir simulations. I have a deep interest in Artificial Intelligence. My long-term career goal is to apply my reservoir engineering expertise and programming skills to create innovative AI solutions for the petroleum industry.

Reservoir Engineering

I hold a bachelor’s degree in Petroleum and Natural Gas Engineering from Azerbaijan State Oil and Industry University and a master’s degree from Middle East Technical University (METU). During my undergraduate studies, I learned finite difference method and solved material balance equation for gas condensate reservoirs. In my master’s program, I developed a 2D numerical simulation model for gas condensate reservoirs and validated it using Eclipse and Petrel software. I am currently pursuing my PhD at METU, continuing my research in reservoir engineering.

Eclipse

30%

Petrel

20%

Numerical Simulation

50%

Machine Learning & AI

I began exploring deep learning in 2019 through self-study using open educational resources like Kaggle. During my Master’s and Doctoral programs at METU, I further developed my skills through coursework. Currently, I work as an AI Engineer at the Turkish Petroleum Offshore Technology Center, where I apply open-source LLMs, embedding models, and machine learning methods to solve problems across different departments within the company.

Python

90%

PyTorch, Keras

80%

Graph Databases (Neo4j)

60%

Pandas, NumPy

70%

Web Development

I completed a full-stack web development bootcamp at Tech Academy (October 2019 – January 2020), building a strong foundation in Django, REST APIs, and modern frontend technologies. Following this, I worked for eight months as a Back-End Developer at Labrin, where I developed and maintained scalable systems while collaborating in a remote team. I also spent seven months as a Freelance Web Developer on Fiverr.

Django & Django REST Framework

90%

HTML & CSS & JavaScript

90%

Docker & Docker-Compose

60%

PostgreSQL & SQLite

40%

Celery & Redis

30%

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