Education:

Anadolu University, Turkey [2013-2018] Bachelor’s Degree in Electrical and Electronics Engineering

TOBB ETU, Turkey [2019-2021] Master’s Degree in Electrical and Electronics Engineering

Language skills: Indicate competence on a scale of 1 to 5 (1 - excellent; 5 - basic)

Turkish Mother tongue

English Reading 1, Speaking 1, Writing 1

Membership of professional bodies: -

Other skills: Matlab, Python, VHDL, Anomaly Detection, Time-Series Data Analysis, Machine Learning, Distributed Computing

Present position:                            Data Analytics Team Leader

Years within the firm:                   3 years

Key qualifications:

Developed algorithms for processing Bluetooth sensor data and Floating Car Data (FCD), both offline and real-time to integrate with traffic control systems using Python. Used machine learning and deep learning algorithms for anomaly detection with different data types. Used cloud technologies, several distributed processing tools (Spark, Dask), and different database types (MongoDB, MySQL, PostgreSQL, InfluxDB) for finding the optimal solution for each data pipeline.

Worked in Fed4FIRE+ - Urban-based FCD processing in real-time for speed profile calculation, queue length estimation, and incident detection. In this project, a Kubernetes cluster is used to calculate speed profiles, estimate queue length, and find incidents in the regions.

Solid academic background in Electrical and Electronics Engineering through a Bachelor’s Degree from Anadolu University and Master’s Degree from TOBB Economy and Technology University.

Pioneered and utilized Agile Methodology within the company premises of ISSD.

Specific experience in the region:

Turkey 2019-ongoing

Professional experience:

6/2021 - Ongoing

ISSD Electronics, Inc. Data Analytics Team Leader

• Leading data analytics team
• Organizer and developer of several data analytics projects
• Responsible for writing and developing new projects
• Transforming offline processes to real-time data processing

4/2019 - 6/2021

ISSD Electronics, Inc Data Scientist

• Developing algorithms in Python
• Anomaly detection with different data types
• Developer of several data analytics projects
• Real-time data processing with distributed computing

7/2018 - 8/2018

Havelsan Teknoloji Radar (HTR) Intern       

• FPGA programming with VHDL 

Other relevant information (eg, Publications):

Publiçatjonşı Tulgaç, Murat & Yüncü, Enes & Mohamad-Alhaddad & Yozgatligil, Ceylan. (2021). Incident Detection on Junctions Using Image Processing.

Projects (TUBITAK):

• 04.2017 - Industry R&D / DEVELOPING A REAL-TIME TRAVEL DEMAND PREDICTION SYSTEM BASED ON BLUETOOTH AND FLOATING CAR DATA
• 07.2018 - Industry R&D / DESIGNING AND DEVELOPING A DECISION SUPPORT SYSTEM FOR IMAGE PROCESSING AND FLOATING CAR DATA BASED

INCIDENT MANAGEMENT AND IMPACT EVALUATION

Other relevant information (eg, Publications):

Publiçatjonşı Tulgaç, Murat & Yüncü, Enes & Mohamad-Alhaddad & Yozgatligil, Ceylan. (2021). Incident Detection on Junctions Using Image Processing.

Projects (TUBITAK):

• 04.2017 - Industry R&D / DEVELOPING A REAL-TIME TRAVEL DEMAND PREDICTION SYSTEM BASED ON BLUETOOTH AND FLOATING CAR DATA
• 07.2018 - Industry R&D / DESIGNING AND DEVELOPING A DECISION SUPPORT SYSTEM FOR IMAGE PROCESSING AND FLOATING CAR DATA BASED

INCIDENT MANAGEMENT AND IMPACT EVALUATION