samet.

just developer ¯\_(ツ)_/¯ uptime: loading...

security researcherdeveloperai engineerdata scientist

kaggle & ctf competitor

building stuff, breaking stuff. python, go, whatever.

writing about CVEs, security, ai and things i've broken.

experience

06
developer & ai engineer intern aug – sep 2026
thinkbro yapay zeka bilişim ve danışmanlık

llm + ai service integrations, ai orchestration across models & agents, automation pipelines, api integrations, prototyping to production

microsoft ai summer school intern jun – sep 2026
microsoft

azure ai foundry — model development, fine-tuning, evaluation & deployment; llm workflows, prompt engineering, secure & scalable ai apps

cyber security engineer nov 2025 – feb 2026
t.c. cumhurbaşkanlığı

government infra — system security, network management, infosec ops

application security engineer jul – nov 2025
peakeye group

sast/dast/sca at enterprise scale, devsecops in ci/cd, security champions program

cyber security & ai engineer mar 2023 – sep 2025
tech pioneers

appsec workshops, lora/qlora fine-tuning, rag pipelines, siem detection engineering

developer jun 2023 – jun 2025
skyart technology

python/go security microservices, detection-as-code (sigma/kql), terraform + opa guardrails

projects

13 items

ledger

0rce Ecosystem

0rce ecosystem ledger platform — secure transaction logging, audit trails, and compliance reporting for security-critical environments. Live and customer-ready.

threats

0rce Ecosystem

Cyber threat intelligence platform — 175K+ CVE library, IOC feeds, MISP/STIX integration, and adversary tracking for security teams. Live and customer-ready.

0rce

coming soon

Adversarial security platform — coming soon.

Tiny R Labs

Building tiny, zero-dependency, pure-C libraries for resource-constrained environments, embedded systems, and hardware-accelerated machine learning.

AI-Based Multiple Choice Question Generator

TEKNOFEST 2024 — Best Presentation Award

LLM-powered system that generates multiple-choice questions by topic and difficulty level, supporting structured assessment pools for education. Awarded Best Presentation at TEKNOFEST 2024 Education Technologies.

Cyberattack Detection & Prevention Automation (HAVELSAN MAIN)

HAVELSAN Hackathon MAIN — 3rd Place

Real-time ML/LLM-based cyber attack detection and prevention system. 3rd place at HAVELSAN Trende Hackathon MAIN in idea & application category.

Comparative Analysis of LLM Models on Physics Questions

Turkish Physical Society Recognition

Research comparing Gemini 1.5 Pro, Llama 3.1, and GPT-4o on accuracy, consistency, clarity, and educational value across fundamental physics problems. Recognized by Turkish Physical Society.

AI-Based Cyber Attack Detection for IoMT Devices

Machine learning system for real-time network traffic analysis and threat detection targeting Internet of Medical Things devices and healthcare infrastructure.

Cyber Defense, Intelligence & Digital Forensics for UAV/UGV/USV

Integrated security framework covering cyber defense, intelligence/counterintelligence, and digital forensics for unmanned aerial, ground, and sea vehicles.

Biometric Data Scraping System with AI

Ethics and privacy-focused AI system for biometric data extraction and analysis from open internet sources, with emphasis on regulatory compliance and risk assessment.

AI-Based Deepfake Content Detection

AI system for detecting deepfake media content using visual and auditory analysis algorithms to combat media manipulation and verify digital content authenticity.

Graphene Diagram-Based Neural Network Feature Extractor

Research on advanced neural network feature extraction techniques using graphene diagram-based representations and material property mapping.

iOS Security Vulnerability Classification with ML

Machine learning and neural network approach for classifying security vulnerabilities using iOS process management data and system behavior patterns.

libraries

01 items
tinycml by tinyrlabs

Minimal pure C11 machine learning library with zero external dependencies. Neural networks, grid search, preprocessing — all under 12K LOC.

certificates

04

contact

sametyilmaztemel@¯\_(ツ)_/¯.com

reach out if something here caught your eye. always around for the interesting ones.