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About
I'm Esra Erbil
I'm a 3rd year Software Engineering student at Muğla Sıtkı Koçman University. Passionate about AI, web scraping, machine learning, software testing, deep learning, mobile development, web development, embedded systems. I aim to create innovative solutions for real-world problems.
Skills
English
B2
Python
Advanced
Java
Intermediate
C / C#
Intermediate
Embedded Systems
Intermediate
Flutter & Dart
Proficient
Machine Learning & Deep Learning
Proficient
Cybersecurity
Intermediate
SQL & Firebase
Advanced
React.js
Intermediate
Agile / Project Management
Intermediate
Git & GitHub
Intermediate
HTML & CSS
Familiar
Projects
Flutter-based app detecting user emotions via facial expressions and recommending music accordingly. Integrated with Firebase and ML models.
Built with Flutter and Dart, tested in Android Studio. Enables free book exchanges. Designed as an SDK with features to log book details and match suitable trades. Firebase integration for session management and data storage.
Used real accident data from Kaggle. Performed data cleaning, analysis, preprocessing. Visualized and interpreted data using Python, Pandas, Matplotlib, and Scikit-learn. Trained and selected optimal ML model.
An integrated system that automatically processes meeting videos. Extracts audio (FFmpeg), transcribes (Whisper), diarizes speakers (PyAnnote), summarizes (BART), and extracts keywords (KeyBERT). Built in Python using PyTorch and Transformers libraries. Enables automatic documentation for business meetings.
Experience
Vihobook AI Project
We are conducting studies on the development and implementation of AI-based systems in conjunction with data collection processes.
March 2025 - Ongoing
Muğla Metropolitan Municipality - Software Unit | Software Intern
Developed a web app to manage social aid applications, approval workflows, and distribution records. Used .NET Core, ASP.NET Core MVC, and SQL Server. Employed Git and GitHub for version control and teamwork. Audited municipal website and reported missing foreign-language content.
July 2024 - August 2024
Muğla Sıtkı Koçman University | Software Engineering Student
Currently pursuing a Bachelor’s degree with focus areas in AI, web scraping, machine learning, software testing, deep learning, mobile development, web development, embedded systems.
GPA: 2.78
September 2021 - Present