About Me

I am a multidisciplinary Computer Engineering graduate with hands-on expertise across Backend Architecture, Data Engineering, AI, and Cybersecurity. I genuinely enjoy learning new things, and I thrive on mastering new technologies and concepts quickly. Approaching complex problems with system-level architectural thinking feels natural to me, seamlessly bridging the gap between low-level hardware performance and enterprise-scale deployments.

My main focus is full stack software development and data engineering. I architect scalable microservices with Java, Spring Boot, and Spring Cloud, connect them to dynamic frontends with React and Next.js, and containerize everything with Docker. In the data space, I engineer centralized ETL pipelines in Microsoft Fabric processing hundreds of thousands of rows, and I design interactive Power BI dashboards to transform unstructured datasets into actionable business insights.

Outside of traditional backend development, I actively advance my knowledge in Generative AI, Computer Vision, and NLP. I have co-authored published research on Transformer LLMs achieving state-of-the-art accuracy, optimized diffusion pipelines for massive inference speedups, and conducted malware analysis in isolated cybersecurity lab environments. These diverse areas keep me curious and feed back into how I think about building secure, intelligent, and well-architected systems.

Curriculum Vitae

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Work Experience

Part-time Data Engineer

Brisa Bridgestone Sabancı, Istanbul

September 2025 – Present

  • Engineered Python and Microsoft Fabric ETL pipelines to process and centralize over 300,000 rows of unstructured operational data into a secure Lakehouse.
  • Developed a dynamic ingestion pipeline via Power Query (M) to extract conversational metrics from an external API, using automated credential rotation across multiple instances.
  • Designed and deployed 5+ interactive Power BI dashboards with advanced DAX measures.
  • Formulated MILP mathematical models utilizing Gurobi for dynamic vehicle routing.
  • Integrated structured enterprise data utilizing SQL Server queries and modeled business reporting logic interacting with SAP Business Warehouse (BW).
  • Working with Agile project management methodologies, participating in sprint planning and daily workflows.

Digital Transformation Intern

Brisa Bridgestone Sabancı, Izmit/Kocaeli

July 2025 – September 2025

  • Streamlined software workflows and change management, coordinating task resolution via Jira and Bugzilla.
  • Validated systems by executing integration testing for REST and SOAP services using Postman and SoapUI.
  • Authored comprehensive technical documentation for 35+ APIs and established standardized testing protocols.

Software Engineering Intern

Smartera Software Solutions, Istanbul

July 2024 - September 2024

  • Developed backend services utilizing Java and Spring Boot within a distributed, high-availability architecture.
  • Built responsive frontend interfaces utilizing React and JavaScript, consuming backend RESTful APIs.
  • Modeled databases via MySQL and Spring Data JPA, applying the DTO pattern for secure data transfer.
  • Applied Test-Driven Development (TDD) principles to write maintainable, bug-resistant, and reliable code.
  • Collaborated via Git workflows and standardized API endpoint definitions utilizing Swagger OpenAPI.
  • Integrated Docker containerization into the SDLC to standardize local development and testing environments.

Education

Computer Engineering

Marmara University

2022 - 2026

GPA: 3.21

Skills & Technologies

Java
Python
TypeScript
JavaScript
C#
SQL
DAX
M (Power Query)
C
Assembly (8086)
Spring Boot
Spring Cloud (Gateway, Eureka)
OpenFeign
RESTful APIs
Flask
FastAPI
Spring Data JPA
Hibernate
JWT
DTO
MVC
React
Next.js (App Router)
Tailwind CSS
Vite
WebSockets
Shadcn UI
Three.js
WebGL
Microsoft Fabric
Power BI
SAP BW
SQL Server
ETL Pipelines
Gurobi
Pyomo
MILP
PyTorch
TensorFlow
LLMs (T5, ALBERT, RoBERTa)
YOLOv8
ResNet
Generative AI (Stable Diffusion, Qwen, ComfyUI, LoRA)
NLP (NLTK)
OpenCV
Malware Analysis
REMnux
Wireshark
INetSim
Sysinternals (Procmon, Regshot)
PEStudio
Linux
DNS/Mail Security (SPF, DKIM, DMARC)
Docker
Docker Compose
Git
GitHub
MySQL
PostgreSQL
Swagger (OpenAPI)
Postman
SoapUI
Jira
Bugzilla
Unity
Roboflow