Ilayda Dede
Cybersecurity & Ethical Hacking Program
Experience
Cybersecurity & Ethical Hacking Program
Codelabs Academy
- Advanced applied cybersecurity training focused on offensive and defensive operations.
- Designed and executed multi-vector penetration campaigns, including enumeration, privilege escalation, and lateral movement simulations across hybrid networks.
- Implemented SOC automation pipelines for incident response using Python, Bash, and SIEM integration.
- Conducted digital forensics and threat intelligence operations (malware reverse analysis, PCAP correlation, IDS/IPS rule engineering).
- Specialized in adaptive adversary emulation, Blue-Team countermeasures, and MITRE ATT&CK–based detection strategy.
IT Specialist in Application Development
Academie
- State-approved focus on OO design with C#/.NET (Visual Studio, WPF) and relational data modeling & automation (Access, ADO, VBA), combined with organizational processes & project coordination.
B.Sc. in Software Engineering (English)
Üsküdar University
- ABET-aligned, Comprehensive engineering degree emphasizing scalable software architecture, system reliability, and intelligent automation.
- Developed and deployed multi-layered applications with a focus on data-centric design, system optimization, and user-focused innovation.
- Coursework integrated AI-driven modeling, agile software lifecycles, and secure digital systems, bridging analytical depth with creative execution.
- Graduated with a strong foundation in designing adaptive, high-impact software ecosystems that align with business strategy and real-world performance metrics.
High School (STEM Track)
Wirtschaftsschule Nürnberg & Anadolu Kiz College
Academic and Independent AI-Driven Software Prototypes
Design of Lightweight AI Modules Optimized for Latency and Signal Efficiency
Development of Hybrid AI Models for Real-Time Data Decision Systems
Development of Scalable App Structures Combining ML, APIs, and Encrypted Data Flow
Experiments on NLP-Driven Emotional Modeling for User Engagement
Exploration of Cloud-Based Automation for FinTech and Security Frameworks
Innovative Integration of Psychology and Technology in App Design
Research on Algorithmic Market Behavior and Adaptive System Learning
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Education (15 years) and Information Technology (9 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (9 years), Product Development (8 years), and Project Management (6 years).
Summary
Experienced Software Engineer & Cybersecurity Specialist with a proven background in AI automation, cloud security, and scalable data systems. Delivered measurable performance gains through secure system design and predictive automation for fintech and cybersecurity environments. Passionate about machine learning-driven trading systems and advanced software architecture, combining analytical depth with real-world impact. Recognized for bridging technology, strategy, and security to deliver innovation-ready, resilient digital ecosystems.
Skills
- Software Architecture: Design End-to-end, Maintainable Architectures And Automation Pipelines That Scale Securely Across Cloud Environments, With Focus On Clean Modular Design, Testing Strategy, And Performance Observability.
- Cyber And Network Security, Encryption, Forensic Analysis: Hands-on In Penetration Testing, Encryption, Soc Monitoring, And Incident Analysis, Building Detection Strategies Aligned With Mitre Att&ck And Automating Playbooks To Improve Response Efficiency.
- Offensive Security And Forensics: Execute Controlled Attack Simulations (Recon, Exploitation, Privilege Escalation) And Perform Os, Network, And Malware Forensics With Chain-of-custody Documentation For Evidence Integrity.
- Data Systems And Analytics: Model Relational And Nosql Data, Deliver Real-time Insights Through Dashboards, And Design Workflows That Translate Analytics Into Operational Decisions.
- Cloud And Devops (Aws, Azure, Containers): Deploy And Monitor Containerized Services, Implement Least-privilege Iam, Iac, And Reproducible Environments For Compliance And Scalability.
- Machine Learning And Algorithmic Trading: Develop Predictive Ml Models For Signal Detection And Risk Management In Algorithmic Trading Systems, Integrating Models Into Latency-aware Pipelines With Rollback Safety And Audit Logging.
- Api And System Integration: Engineer Secure Rest And Graphql Apis With Validation, Rate Limiting, And Observability Hooks That Enable Reliable Cross-service Data Exchange.
- Linux Systems And Scripting: Automate Operations And Investigations With Bash And Python, Designing Custom Tools To Eliminate Repetitive Tasks And Improve System Visibility.
- Agile Delivery And Technical Communication: Drive Agile Iterations With Clear Acceptance Criteria And Concise Executive-level Reporting, Translating Technical Findings Into Business-level Impact.
- Cybersecurity And Network Defense
- Ai-driven Automation And Machine Learning Systems
- Financial Technology (Fintech) And Trading Algorithms
- Cloud Computing (Aws, Azure) And Devops
- Software Architecture And Scalable System Design
- Data Analytics And Predictive Modeling
- Information Security Strategy And Risk Management
- Digital Transformation And Process Optimization
Languages
Education
Üsküdar University
B.Sc., Software Engineering (English) · Software Engineering · İstanbul, Turkey
Wirtschaftsschule Nürnberg & Anadolu Kiz College
High School (STEM Track) · STEM Track · Nuremberg, Germany
Certifications & licenses
Cybersecurity & Ethical Hacking Program (Certificate of Completion)
Codelabs Academy Berlin
IT Specialist in Application Development
Academie
Profile
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