My Resume

My education and work experience

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Education

Computer Engineering - GPA: 3.59 (Graduated 3rd in the Department)

September 2022 - July 2026

Istanbul Commerce University

Applied Computer Science and Artificial Intelligence

February 2025 - July 2025

Sapienza University, Rome - Erasmus Exchange Student

42 Istanbul - Software Training

2024 - 2025

C, C++, Unix, and Algorithms

Experience

Software Engineering Intern - AI Team

January 2026 - Present

SOCRadar Extended Threat Intelligence Inc.

  • Developed Agentic AI architectures and multi-agent platform integrations.
  • Designed and implemented RAG-based pipelines.
  • Contributed to a phishing detection project using machine learning approaches.
  • Performed fine-tuning on a BERT model and built basic web crawlers.
  • Containerized trained models with Docker and deployed them on Kubernetes.
  • Participated in model serving and deployment processes on Google Cloud Platform.
Hardware Engineering Intern

August 2024 - September 2024

TEPE Bilişim Teknolojileri San. ve Tic. Ltd. Şti. - Hardware and software fault diagnosis and repair for POS devices.

Skills

AI / Machine Learning
Agentic AI RAG Vector DB AI Agent Orchestration BERT Fine-Tuning NLP PyTorch Scikit-learn
Programming
Python C C++ JavaScript SQL C#
Cloud & DevOps
GitHub Actions Google Cloud Platform Docker Kubernetes Unix/Linux Git
Web Development
HTML/CSS/JavaScript React (Basic) .NET MVC Architecture

Selected Projects & Research

Multi-Agent Debate Platform

Graduation project using a fine-tuned ModernBERT model to analyze, score, and improve argument structures.

Hardware-Aware ML Kernel Library

A macOS-focused machine learning kernel library for low-level hardware optimization.

Time Series Forecasting

Weather and energy forecasting with Retrieval Augmented Diffusion Models, PyTorch, and Scikit-learn.

NLP & Machine Learning

Restaurant classification, sentiment analysis, credit card fraud detection, and a content-based movie recommender.

TÜBİTAK 2209-A Research

Ongoing research on detecting argument structures and relations in Turkish texts using AI methods.

libc Reimplementation

An Ecole 42 project rebuilding the C standard library with a focus on memory management and low-level programming.

Certifications

MATLAB Onramp

MathWorks

LangChain Academy Certificate

LangChain

MATLAB Fundamentals

MathWorks

C1 English Certificate

Amerikan Kültür

n8n Course: AI Agent Builder

Simplilearn

Languages

English

B2-C1 (American Culture Language Course C1 Certificate)

Arabic

A2

Italian

A2