Python
Soma Pal
Machine Learning Researcher
National Cheng Kung University,Tzu-Chiang Campus, Electrical Dept., 10F, 92A27, Tainan City,Taiwan
Summary
Enthusiastic Machine Learning researcher, eager to contribute to team success through hard work, attention to detail and good organizational skills. Excited to implemented machine learning and deep learning technique to obtained solutions to specific industrial projects . Motivated to use the skills acquired during my research studies to learn, grow, and excel in industry.
Overview
10
10
years of post-secondary education
8
8
years of professional experience
Work History
Doctoral Research Assistant
National Cheng Kung University, Dept. of Electrical Engineering
East District, Tainan, Taiwan
08.2018 - Current
- Performed independent research study in Machine learning and deep learning to increase knowledge and ability to provide valuable contributions. Completed deep learning certification course from Coursera.
- Generated data models for Photoacoustic tomography, performed deep learning analysis and helped produce reports outlining results. This work has been communication in IEEE IUS 2021 International Ultrasonics Symposium.
- Published journal in IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control in 2021, titled "An acoustic hotspot tracking algorithm for highly centralized gad temperature distribution".
- Developed algorithm for reconstruction of 2D temperature distribution based on ultrasonic TOF method. The obtained results delineated with mathematical model. This work has been published in IEEE IUS 2020 International Ultrasonics Symposium.
- Constructed 2D model for ultrasound simulation using MATLAB and k-Wave Toolbox.
- Fabricated and simulation of IDT SAW device using 3D printer and COMSOL.
- Developed LabView program for real time water level detection based on Pulse - Echo method using 40kHz ultrasound transducer with accuracy around (+/-) 2%.
- Gathered and organized information for research purposes.
Teaching Academic Assistant and Instructor
VTU, Department of Electrical Engineering.
Chennai, Tamilnadu, India
05.2013 - 06.2018
- Received Junior Research Fellowship in 2013, CSIR, India
- Qualified Graduate Aptitude Test in Engineering in 2014, India.
- Assisted in Nano-Sat project (in collaboration with ISRO, India) for Magnetometer functioning and its calibration. Work duration - six months.
- Organized and guided activities for students, including skills practice, research and memorization tasks. Performance record was around 85%.
- Assisted and mentored students in groups of up to 15 by reviewing lesson teachings and academic growth.
- Conducted session for design and development of PCB.
- Collaborated with fellow teaching staff for lesson preparation by preparing materials and setting up equipment.
- Attended training classes, parent conferences, and faculty meetings to stay up-to-date on student progress.
- Published paper three journal papers, titled - (1) A review: Algorithm used for beam forming systems, (2) Low-Voltage delta-sigma modulator with full range and unidirectional output, and (3) A review on anomaly detection in manet using antnet algorithm.
Trainee Engineer (Part Time)
Elmec Heater
Gunidy, Chennai, India
05.2009 - 06.2009
- Handled various administrative duties for marketing department.
- Planned and coordinated on-site and off-site meetings.
- Actively listened to customers' requests, confirming full understanding before addressing concerns.
- Assisted customers with product selection and payments.
Education
Ph.D. - Electrical Engineering
National Cheng Kung University
Tainan, Taiwan 08.2018 - Current
Master of Science - Applied Electronics
Anna University
Chennai, India 05.2010 - 05.2012
Bachelor of Science - Electronics Engineering
University of Pune
Pune, India 05.2004 - 05.2009
Skills
Machine Learning Algorithm
Deep Learning
Organizational and analytical skills
Understanding of technical documentation
Communication and presentation
Data analysis
Software
Pytorch
Tensorflow
Keras
Matlab
Microsoft Excel
Interests
Machine Learning, Deep Learning, Image processing, Photoacoustic tomography, Acoustic tomography
Timeline
Doctoral Research Assistant
National Cheng Kung University, Dept. of Electrical Engineering
08.2018 - Current
Ph.D. - Electrical Engineering
National Cheng Kung University
08.2018 - Current
Teaching Academic Assistant and Instructor
VTU, Department of Electrical Engineering.
05.2013 - 06.2018
Master of Science - Applied Electronics
Anna University
05.2010 - 05.2012
Trainee Engineer (Part Time)
Elmec Heater
05.2009 - 06.2009
Bachelor of Science - Electronics Engineering
University of Pune
05.2004 - 05.2009