Hi, I'm

Bulşah Keçici

Data Scientist & Computer Engineer

Building intelligent systems and data-driven solutions

Bulşah Keçici

About Me

Hi, I'm Bulşah. I live in Ankara and I've been building AI systems for over 9 years. What I love most is taking messy data and turning it into something that actually works in the real world.

When I start a new project, I first try to really understand the problem. Where does the data come from? What's missing? What are we actually trying to solve? Once I get that clear, I build the solution step by step.

I work a lot with machine learning and computer vision. But I don't just build models—I make sure they work reliably, can be measured, and keep improving over time. I handle everything from data pipelines to deployment and monitoring. My background in statistics helps me think clearly, and my engineering side helps me turn ideas into real products.

Python and SQL are my daily tools, along with Docker, Kubernetes, and Git. For me, tech is just a tool—the real goal is solving problems that matter.

I also love traveling and meeting people from different cultures. There's something special about seeing how different places approach the same problems. It reminds me that the best solutions come from understanding the people behind the data.

I'm open to working in Germany and across Europe. I enjoy international teams and learning from different perspectives on technology and innovation.

Ankara, Turkey

Open to relocation and collaboration in Germany and across Europe

Career Highlights

  • For 9+ years, I've led data science work end-to-end—from problem framing to production deployment and monitoring.
  • I deliver measurable AI and automation systems that directly improve real decision-making workflows.
  • I build high-performing models validated with the right metrics and proven reliable in real-world use.
  • In computer vision, I combine detection, tracking, and classification with real-time pipelines and automation.
  • I build data pipelines with Python and SQL, and make deployment and operations sustainable with Docker, Kubernetes, and Git.
  • I turn data science outputs into usable web/desktop products through full-stack implementation.
  • I designed multi-layer healthcare management systems covering role-based access, scheduling, treatment planning, finance, and reporting.

Skills & Technologies

Programming Languages

Python logoPythonJavaScript logoJavaScriptTypeScript logoTypeScriptC# logoC#SQL logoSQLHTML5 logoHTML5CSS3 logoCSS3Dart logoDart

AI & Machine Learning

YOLOv8 logoYOLOv8OpenCV logoOpenCVTensorFlow logoTensorFlowPyTorch logoPyTorchScikit-learn logoScikit-learnNumPy logoNumPypandas logopandasComputer Vision logoComputer Vision

Web Development

React logoReactNext.js logoNext.jsAngular logoAngularNode.js logoNode.jsExpress.js logoExpress.jsASP.NET logoASP.NETWeb Forms logoWeb FormsTailwind CSS logoTailwind CSS

Mobile & Desktop

Flutter logoFlutterWPF logoWPFCross-Platform Development logoCross-Platform Development

Tools & Platforms

Git logoGitDocker logoDockerPostgreSQL logoPostgreSQLSQL Server logoSQL ServerEntity Framework logoEntity FrameworkKubernetes logoKubernetes

Featured Projects

Vehicle Speed Detection System

An advanced AI-powered traffic monitoring system that uses YOLOv8 for real-time vehicle detection, license plate recognition (LPR), and automated speed violation tracking. The system calculates dynamic fines based on vehicle insurance values and integrates with PostgreSQL for comprehensive reporting and analytics.

Role:AI Engineer & Full-Stack Developer
Result:Achieved 95% detection accuracy with real-time processing capabilities. Successfully integrated automated database reporting, enabling traffic authorities to monitor violations efficiently and generate detailed analytics reports.
PythonYOLOv8OpenCVPostgreSQLComputer VisionDeep Learning
View Code

Multi-Platform Dental Management System

A comprehensive healthcare management platform designed for dental clinics, supporting web (Angular), mobile (Flutter), and desktop (WPF) applications. Features include role-based access control, treatment planning, appointment scheduling, financial management, automated discount calculations, and comprehensive reporting modules.

Role:Full-Stack Developer & System Architect
Result:Successfully deployed in real clinical environments. The modular architecture allows seamless scalability across platforms, with unified patient data management and cross-platform synchronization. Reduced administrative workload by 60% through automation.
C#WPFAngularTypeScriptFlutterDartSQL ServerEntity Framework
View Code

OpenTicket Event Management System

A complete digital ticketing platform built with ASP.NET Web Forms, featuring comprehensive event management, QR code generation and validation, real-time ticket scanning, admin dashboard with CRUD operations, and automated event reporting. Designed for seamless event organization and attendee management.

Role:Full-Stack Developer
Result:Implemented end-to-end event management solution with QR-based ticket validation. Reduced ticket fraud by 100% and streamlined event operations. The system supports multiple event types with customizable ticket categories and pricing.
ASP.NETWeb FormsC#SQL ServerCSSJavaScriptQR Code APIs
View Code

Web Survey & Analytics Platform

A responsive web-based survey system with advanced data collection capabilities, real-time analytics dashboard, customizable survey forms, multi-question types support, and comprehensive reporting features. Built for research institutions and organizations requiring efficient data gathering and analysis.

Role:Full-Stack Developer
Result:Created scalable survey platform with real-time data visualization and analytics. Supports complex survey logic, conditional questions, and export functionality. Successfully handles high-volume responses with optimized database queries and caching mechanisms.
JavaScriptNode.jsHTML5CSS3Express.jsDatabase Design
View Code

Education & Certificates

Production Level Data Science

Miuul

Advanced data science course covering production-level implementations and best practices.

Oct 2023•Certificate•View Certificate

Python Programming for Data Science

Miuul

Comprehensive Python programming course specifically designed for data science applications.

Aug 2023•Certificate•View Certificate

CRM Analytics

Miuul

Customer relationship management analytics and data-driven business insights.

Jan 2023•Certificate•View Certificate

Feature Engineering

Miuul

Advanced techniques for creating and selecting optimal features for machine learning models.

Jan 2023•Certificate•View Certificate

Machine Learning

Miuul

Comprehensive machine learning course covering algorithms, model evaluation, and implementation.

Jan 2023•Certificate•View Certificate

Measurement Problems

Miuul

Advanced analytics course focusing on measurement and evaluation methodologies in data science.

Jan 2023•Certificate•View Certificate

Querying MS SQL

Miuul

Database management and advanced SQL querying techniques for data analysis.

Jan 2023•Certificate•View Certificate

Recommendation Systems

Miuul

Building and implementing recommendation systems using machine learning algorithms.

Jan 2023•Certificate•View Certificate

Introduction to Data Science and Artificial Intelligence

Miuul

Foundational course covering the basics of data science and AI methodologies.

Nov 2022•Certificate•View Certificate

A'dan Z'ye Python Dili ve Makine Öğrenmesi için Python

Udemy

Comprehensive Python programming course from basics to machine learning applications.

Jun 2022•Certificate•View Certificate

Computer Engineering

Ahmet Yesevi University

Bachelor of Engineering in Computer Engineering with focus on software development and data structures.

Jun 2021•Bachelor's Degree

Statistics

Ankara University

Bachelor's degree in Statistics providing strong foundation in statistical analysis and data interpretation.

2013•Bachelor's Degree

Latest Articles

Building Production-Ready AI Traffic Monitoring with YOLOv8 and Computer Vision

In this comprehensive technical deep-dive, I explore how to build a real-time vehicle speed detection system using YOLOv8, OpenCV, and PostgreSQL. Learn about the challenges of license plate recognition in varying lighting conditions, implementing dynamic fine calculation algorithms, and achieving 95% detection accuracy in production environments. The article covers model optimization, database schema design for high-frequency writes, and building reliable monitoring pipelines that scale.

Read more

Architecting Multi-Platform Healthcare Systems: Lessons from Production

Building healthcare management systems that work seamlessly across web, mobile, and desktop platforms requires careful architectural planning. This article shares insights from developing a production-grade dental clinic management system using C#, WPF, Angular, and Flutter. Discover how to design unified data models, implement role-based access control, handle cross-platform synchronization, and maintain code reusability while delivering platform-specific user experiences.

Read more

Digital Event Management: Building Scalable QR-Based Ticketing Systems

Modern event management requires robust ticketing solutions that prevent fraud and streamline operations. This technical guide walks through building a complete event management platform with ASP.NET Web Forms, covering QR code generation strategies, real-time ticket validation, database optimization for high-concurrency scenarios, and implementing secure admin dashboards. Learn how to handle peak traffic during ticket sales and ensure reliable validation at event venues.

Read more

From Data Science to Full-Stack: Building End-to-End Survey Analytics Platforms

Transforming survey data into actionable insights requires more than just data collection. This article explores building a complete survey platform with real-time analytics, covering responsive form design, complex conditional logic implementation, database optimization for large-scale responses, and creating intuitive dashboards that help researchers make data-driven decisions. Includes practical examples of handling multi-question types and implementing export functionality.

Read more
View all articles

Let's Work Together

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

Get in Touch

Location

Ankara, Turkey

Timezone

GMT+3 (Europe/Istanbul)

Connect with me:

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