About Me
My name is Yagmur Gulec
An aspiring software developer with great motivation and dedication for problem-solving.
Quick-learner
Graduated with a course-based master's in computer science in May 2024
Projects
Dockerized Flask Restful API to Predict Obesity Risk With Deep Learning Model Trained with PyTorch
Trained a deep neural network scored over 89% prediction accuracy
For Kaggle notebook
Prediction endpoint with Flask with the given data, tests
are included to validate the given data.
Streamlit App for Estimation of the Percolation Threshold Via Monte Carlo Simulation
It is a Monte Carlo simulation application to estimate the value of percolation threshold. In each statistical experiment, sites are opened randomly until the system is percolated.
Implementation of Iterative Soft-Thresholding Algorithm
Python implementation of Iterative Soft-Thresholding Algorithm (ISTA) as a base class,
Fast Iterative Soft-Thresholding Algorithm (FISTA) and Alternating directions method of multipliers (ADMM) algorithm as derived classes,from slowest to fastest convergence.
Implemented as a final project for Pattern Recognition.
Resume
Experience
Download Resume (English-French)Mistral and Gemma models used
Technologies used: Python, Pandas
Debugging and problem-solving
Technologies used: Python, Google Cloud Platform
Extracting data by chunk functions using Regex operations.
Teaching in experimental fluid mechanics laboratory to undergraduate students
Evaluating and grading assignments
Education
Courses : Pattern Recognition, Database Software Design, Data Visualization, Volumetric Image Analysis, Image Processing
Languages
Full working proficiency
Limited working proficiency
Native