Python
Yeşim Hekim Tanc
Research Scientist
Best
Summary
With a Ph.D. in signal processing, expertise lies in extracting meaningful information from complex data streams and various signals. Combining knowledge in AI and signal processing, possesses the ability to develop innovative solutions for a diverse range of challenges and problems. Utilizing advanced coding and design skills, well-equipped to tackle complex projects and deliver effective results.
Overview
20
20
years of professional experience
8
8
Certifications
Work History
Research Scientist
Inner
01.2024 - Current
- Image Compression
- Image Segmentation and Classification
- Developing AI architecture for detecting anomalies in EV batteries
Researcher & Lecturer
Istanbul University - Cerrahpasa
09.2018 - 09.2024
- Designed and delivered courses, receiving positive feedback for innovative teaching methodologies.
- Collaborated with industry partners on research projects, contributing to the development of practical solutions for real-world challenges.
- Published research findings in reputable journals and presented at national/international conferences.
Research Assistant
Istanbul University
08.2004 - 09.2018
- Contributed to the publication of research articles in peer-reviewed journals, showcasing expertise in various topics.
- Designed and delivered courses, receiving positive feedback for innovative teaching methodologies.
Visiting Researcher
Arizona State University
09.2012 - 06.2013
- Published articles in peer-reviewed journals, showcasing expertise in the field and contributing to ongoing scholarly discourse.
Visiting Researcher
Arizona State University
08.2005 - 02.2006
- Developed innovative research strategies for improved data collection and analysis, resulting in higher quality findings.
- Conducted comprehensive literature reviews, identifying gaps in existing knowledge and informing new avenues of investigation.
Education
Ph.D. - Electrical, Electronics Engineering Technologies
Istanbul University
Istanbul, Turkiye 04.2001 -
Master of Science - Electrical, Electronics Engineering Technologies
Istanbul University
Istanbul,Turkiye 04.2001 -
Skills
Digital Signal Processing
Time-Frequency Analysis
Filter Design and Implementation
Spectral Analysis
Machine Learning Algorithms
Deep Learning Frameworks
Neural Network Architectures
Feature Extraction
Object Detection
Image Processing
Software
MATLAB
Labview
C
C
Publications
- Detection of Mechanical Deformations In EV Battery Cells With Macro-CT
- Classification of in situ EV Battery cells with high-resolution CT using deep learning
- Photoplethysmography Based Blood Pressure Estimation Using Synchrosqueezing Transform And Deep Learning
- Hypertension classification using PPG signals
- DWT based OFDM with DAPSK modulation for power line communication systems
- Modulation identification of digital M-ary QAM signals by Hilbert-Huang Transform
- Performance of low density parity check coded continuous phase frequency shift keying (LDPCC‐CPFSK) over fading channels
- Multilevel turbo coded-continuous phase frequency shift keying (MLTC-CPFSK) over satellite channels in space communication
Certification
C++ For C Programmers, Part A
Languages
Turkish
Native language
English
Proficient
C2
Dutch
Elementary
A2
German
Beginner
A1
Timeline
Research Scientist
Inner
01.2024 - Current
Researcher & Lecturer
Istanbul University - Cerrahpasa
09.2018 - 09.2024
Visiting Researcher
Arizona State University
09.2012 - 06.2013
Visiting Researcher
Arizona State University
08.2005 - 02.2006
Research Assistant
Istanbul University
08.2004 - 09.2018
Ph.D. - Electrical, Electronics Engineering Technologies
Istanbul University
04.2001 -
Master of Science - Electrical, Electronics Engineering Technologies
Istanbul University
04.2001 -