samet.
just developer ¯\_(ツ)_/¯ uptime: loading...
kaggle & ctf competitor
building stuff, breaking stuff. python, go, whatever.
writing about CVEs, security, ai and things i've broken.
experience
06llm + ai service integrations, ai orchestration across models & agents, automation pipelines, api integrations, prototyping to production
azure ai foundry — model development, fine-tuning, evaluation & deployment; llm workflows, prompt engineering, secure & scalable ai apps
government infra — system security, network management, infosec ops
sast/dast/sca at enterprise scale, devsecops in ci/cd, security champions program
appsec workshops, lora/qlora fine-tuning, rag pipelines, siem detection engineering
python/go security microservices, detection-as-code (sigma/kql), terraform + opa guardrails
projects
13 itemsledger
0rce Ecosystem0rce ecosystem ledger platform — secure transaction logging, audit trails, and compliance reporting for security-critical environments. Live and customer-ready.
threats
0rce EcosystemCyber threat intelligence platform — 175K+ CVE library, IOC feeds, MISP/STIX integration, and adversary tracking for security teams. Live and customer-ready.
0rce
coming soonAdversarial 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 AwardLLM-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 PlaceReal-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 RecognitionResearch 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 itemsMinimal pure C11 machine learning library with zero external dependencies. Neural networks, grid search, preprocessing — all under 12K LOC.
writing
medium →certificates
04contact
sametyilmaztemel@¯\_(ツ)_/¯.com
reach out if something here caught your eye. always around for the interesting ones.