Gülcihan Gülmez
Computer Engineer
About Me
Computer Engineer passionate about Data Engineering, cloud computing, and machine learning. I enjoy building scalable data solutions, working with modern technologies, and continuously improving my skills to create impactful projects.
I'm here to collaborate and work together. Contact me, and let's bring your vision to life!
What I'm Doing
Data Engineering
The most modern and scalable data pipelines designed at a professional level for big data processing.
Machine Learning
Professional development of AI solutions and machine learning models for data-driven insights.
Cloud Computing
High-quality cloud infrastructure development and deployment on AWS, and GCP platforms.
Skills
Education
Halic University
2021 - 2026Computer Engineering Bachelor's
GPA: 3.10/4.00
Algorithms and data structures, software engineering, database systems, and cloud computing are the areas I specialized in.
Experience
Junior Computer Vision & Data Engineer
Worked primarily with computer vision technologies, focusing on model development and deployment. Involved in the complete machine learning pipeline including model training, production deployment, API integration, and testing processes.
AI Developer Intern
Developed a comprehensive signature recognition system. Built high-accuracy signature verification system using SuperGlue algorithm and computer vision techniques. Implemented real-time signature analysis.
AI & Data Engineering Intern
Conducted data analysis and developed machine learning models in Python to optimize clinical operations. Focused on data preprocessing, analysis, and feature engineering.
Projects
Smart Energy Efficiency Predictor
Nov 2025A comprehensive machine learning project for forecasting household energy consumption using smart meter data from London households.
Signature Verification System
July 2025Developed a signature verification pipeline using keypoint detection and SuperGlue matching to compare handwritten signatures.
Computer Vision & Image Processing Scripts
2024 - OngoingA comprehensive collection of computer vision and image processing algorithms, tools, and scripts for various CV applications and research.
HAIS – Healthcare System
AI Minds Volunteering Project
06/2024 - 07/2025Data analyst – NLP. Contributed to NLP model using BERT for disease diagnosis and treatment recommendations in veterinary healthcare.
Data Science Hub & Scripts
2024 - OngoingA comprehensive collection of data science projects, machine learning models, and analytics scripts covering various domains.
Financial Volatility Prediction
May 2026Forecasting financial asset volatility, comparing model performance, and monitoring input data quality. It is intended as a prototype monitoring and decision‑support tool, not a production trading engine.
Machine Learning-Based Severity Prediction for Cloud Platform Vulnerabilities
March 2026Cloud CVE Severity Prediction System for Multi-Cloud.
OCR Text Detection with Google Vision API
2024Implemented optical character recognition system using Google Cloud Vision API to extract and process text from images with high accuracy and efficiency.
Object Segmentation with SAM
June 2025Implemented Meta's Segment Anything Model (SAM) to perform precise object segmentation from bounding box inputs for automated data annotation.
Fruit Quality Classification
November 2024Developed CNN and YOLO to classify fruit images as 'fresh' or 'rotten'.
Waste Container Fill Level Estimation
January 2025Implemented SAM-based approach to accurately estimate waste container fill levels for optimizing waste collection routes and efficiency.
Waste Type Characterization
November 2024Developed to classify waste images into different categories with high accuracy for efficient waste management.
Let's Work Together
Ready to bring your next project to life? I'd love to hear from you!