SENA KILINÇ

Research Assistant
 SENA KILINÇ

+90 (212) 533 65 32 / 2215

[email protected]

Google Scholar

ORCID

Education

Doctorate

Yildiz Technical University
Computer Engineering

Master's Degree

Kadir Has University
Computer Engineering

Bachelor's Degree

Kadir Has University
Computer Engineering

Research Areas

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Large Language Models
  • Recommendation Systems
  • Explainable Artificial Intelligence
  • Anomaly Detection
  • Multimodal Machine Learning

Work Experience

2024 / Continuing Kadir Has University
Research Assistant. Research and model development in LLMs, RAG and recommendation systems

2024 / 2025 Şişecam
ML Engineer (TÜBİTAK 2244). Development of an image-based product recommendation system.

2023 / 2024 Proline
Data Scientist. Development and deployment of a real-time anomaly detection model.

2022 / 2023 TurkNet
Data Scientist (Contract). Time-series anomaly detection and data pipeline development on network data.

Publications

  • "Advancing Anomaly Detection in Time Series Data: A Knowledge Distillation Approach with LSTM Model",
    Kılınç, Sena; Çamlıdere, Bora; Alsan, Hüseyin Fuat; Arsan, Taner ; , 2023 Innovations in Intelligent Systems and Applications Conference (ASYU), (2023) 1-6 DOI: 10.1109/ASYU58738.2023.10296674
  • "Network Traffic Anomaly Detection Using Quantile Regression with Tolerance",
    Alsan, Hüseyin Fuat; Kılınç, Sena ; Çamlıdere, Bora; Arsan, Taner ; , 2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), (2023) 300-305 DOI: 10.1109/BlackSeaCom58138.2023.10299728

Courses Offered

Course Name Course Code Period
Computer Organization and Architecture CMPE 244 2025/26 Spring
Network Engineering I CMPE 451 2025/26 Spring
Logic Circuit Design CMPE 243 2025/26 Fall
Computer Networks CMPE 351 2025/26 Fall
Computer Networks CMPE 351 2026/27 Fall