Mustafa KAPICI
Computer Engineer
I am a Computer & Software Engineering Student with advanced knowledge in software development at all stages. My expertise lies in Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, and Image Processing.
Skills
Experience
Computer Vision Intern
TUBITAK SPACE Technologies Research Institute
July 2024 – September 2024
Developed an astronomical object detection system specialized in Point Spread Function (PSF) analysis, enhancing the precision of source identification in celestial images. Utilized a custom Faster R-CNN model with tailored PSF layers and Hough line detection.
Intern
Kardelen Yazılım, Mersin
July 2023 – August 2023
Contributed to the application module development of a software team that works on Entity Framework & MSSQL Server.
Projects
Astronomical Object Detection for PSF Analysis
Advanced object detection system for identifying Point Spread Function (PSF) in astronomical images using custom Faster R-CNN architecture. Developed at TUBITAK SPACE Technologies Research Institute.
MKYZ: Machine Learning PIP Library
Published pip library for simplifying machine learning tasks with comprehensive suite for data preprocessing, training, and visualization. Supports both supervised and unsupervised learning with extensive visualization capabilities.
AILAYZER: AI-Powered Time Series Analysis
Real-time multivariate time series forecasting model for stocks, cryptocurrencies, and currencies using LSTM encoder-decoder, attention mechanism, and transformer architecture.
Auto Jump Cut Editor
Video editing software that automatically detects and removes silent sections using RNN with PyTorch and torchaudio for audio processing. Features AI-enhanced detection and hardware acceleration.
Image Processing and Classification
Developed a comprehensive pipeline for processing GIF datasets and extracting advanced image features, with extensive classifier model evaluation.
CartPole-V1 Deep Reinforcement Learning
Implemented various deep reinforcement learning algorithms for complex decision-making problems, demonstrating practical applications in simulated environments.
Hand Gesture Capturing
Real-time hand gesture recognition system using computer vision techniques, enabling hands-free control interfaces with high accuracy.
Multi-Threaded Web Crawler
Developed a high-performance web crawler with a WPF interface for configuring and monitoring the crawling process, featuring efficient data extraction and storage.
Education
Computer and Software Engineering
Toros University, Mersin
September 2019 – June 2024
Certificates
Foundations of Project Management, Google
Machine Learning with Python, IBM
Yüksek Trafikli Yazılım Mimarisi, Teedo
LLMOps & ML Deployment: Bring LLMs and GenAI to Production, Udemy
LLMs Mastery: Complete Guide to Transformers & Generative AI, Udemy
(100+ Saat) Aranan Programcı Olma Kamp Kursu| Python,Java,C#, Udemy
A-Z | Projelerle Yapay Zeka ve Bilgisayarlı Görü | +20 Saat, Udemy
Deep Learning A-Z | Python ile Derin Öğrenme, Udemy
Yazılım Test Uzmanlığı Eğitimi: Sıfırdan İleri Seviye, Udemy
Working with Microservices in Go (Golang), Udemy
Azure DevOps: Sıfırdan İleri Seviye, Udemy
Quantum Programlama: Sıfırdan İleri Seviyeye, Udemy
Hızlandırılmış React Kursu (Türkçe-2024-Güncel), Udemy
React Native - IOS & Android Mobil Uygulama Geliştir 2023, Udemy
Keras İle Derin Öğrenmeye Giriş, BTK Akademi
Python ile Makine Öğrenmesi, BTK Akademi
R ile Veri Bilimine Giriş, BTK Akademi
Veri Bilimi ve Makine Öğrenmesi Atölyesi - Bootcamp 2022, BTK Akademi
Veri Bilimi İçin Python ve Tensorflow, BTK Akademi
Intro to programming, Kaggle
Python, Kaggle
Pandas, Kaggle
Intro to SQL, Kaggle
Intro to Machine Learning, Kaggle
Intermediate Machine Learning, Kaggle
Feature Engineering, Kaggle
Data Visualization, Kaggle
Advanced SQL, Kaggle
Intro to Deep Learning, Kaggle
Computer Vision, Kaggle
Time Series, Kaggle
Intro To AI Ethics, Kaggle
Contact Me
Personal Information
Address
Konya
Nationality
Turkish
Driving License
Available
Hobbies
Programming, Machine Learning, Research