Engineer Software

www.linkedin.com/in/fatema-tuz-zohora/

Fatema Tuz Zohora e-mail: ******.****.***@*****.***

Mountain View, CA-94040

Experience Graduate Assistant, University of South Dakota (Fall-2015, Fall-2016) Remote sensing image classi cation and optimization for Earth Resources Observation and Sci- ence (EROS) Center (C++)

System Analyst and Quality Controller, ATI Limited Bd. (Feb. 2015 - Jul. 2015) Project Management and Planning (Managed full SDLC for 3 projects (Agile - Scrum)) Sr. Software Engineer, Samsung R&D Inst. Bd., Samsung Electronics (Sep. 2010 - Dec. 2014) Research on image and speech processing, platform speci c algorithm optimization, natural lan- guage understanding, chat application, bug xing on NXP mobile platform, and UX designing Education M.S. in Computer Science (May 2017) (GPA: 3.67/4.00) University of South Dakota (USD), Vermillion, SD, USA

Dissertation topic: Foreign element detection in chest X-ray images (MatLab) B.Sc. in Electronics and Communication Engineering (Apr. 2010) (GPA: 3.02/4.00) Khulna University of Engineering and Technology (KUET), Khulna, Bangladesh

Dissertation topic: Digital image tracing with sequential multiple watermarking (MatLab) Certi cation Deep Learning Nanodegree Program: Udacity (Aug. - Dec. 2020)

IKM C++ Test: C++ 11 ISO standard (Score - 95/100) (May 2020) Research

Projects

Academic Projects

Dog Breed Classi er (CNN, PyTorch)

Classifying Clothing Images (PyTorch)

Predicting Bike Sharing Data (TensorFlow)

Black-box and white-box testing of the CCDC algorithm for EROS (C++)

Paddy disease detection using image processing (MatLab)

Memory space management and optimization of the continuous change detection and classi - cation algorithm for Satellite imaging for EROS (C++, CUDA)

Memory management using rst t and best t methods (C++) Industrial Projects (Samsung Electronics)

Image codec (JPEG, WebP) optimization (C)

Development and optimization of smart image e ect lters (C)

Flexible voice command using Nuance VoCon Hybrid SDK (C++)

Smart TV application development (UX/graphics design for 10 apps)

Chat application using TCP/IP protocol and socket programming (C++)

Application development and bug xing on NXP mobile platform (C++) Technical Skills Programming Languages: C++, C, Python, MatLab ML/CV Platforms: PyTorch, TensorFlow, NumPy, OpenCV, Jupyter Notebook, Anaconda Optimization Platforms: CUDA, Samsung Recon gurable Processor (SRP) Embedded Systems: Linux SoC

Tools: Microsoft Visual Studio, Xcode, GitHub, Git, Valgrind, JUnit, Bluckduck Protex, Bullseye Coverage, Mantis, Kclocwork, Coverity Static Analysis, SVN, CPcex, Perforce, Bugzilla Courses Algorithm, Computer Vision, Deep Learning, Machine Learning, High Performance Computing

(CUDA), Unix System, Software Engineering, Digital Signal Processing Publications J1. Fatema Tuz Zohora and KC. Santosh, \Foreign Circular Element Detection in Chest X-Rays for E ective Automated Pulmonary Abnormality Screening", Vol. 7, Iss. 2. Int. J. of Computer Vision and Image Processing (IJCVIP), IGI global, 2017 C2. Fatema Tuz Zohora, KC. Santosh, and Sameer Antani, \Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering", Int. Conf. on Medical Imaging, SPIE, 2018

C1. Fatema Tuz Zohora and KC. Santosh, Circular Foreign Object Detection in Chest X-ray Images., Int. Conf. on Image Processing & Pattern Recognition, CCIS, Springer, 2016 Paper Reviewer International Journal of Computer Vision and Image Processing (IJCVIP), 2018 Honors & Awards Graduate Fellowship, Dept. of Computer Science, USD - Fall 2015 References Mrinal Kanti Paul : Manager at Samsung Electronics, Bangladesh Sr. Computer Vision Engineer, Apple (****************@*****.***)

Dr. Santosh KC : Thesis Supervisor

Associate professor. Computer Science Dept. USD (*******.**@***.***)

Dr. QuocNam Tran : Research Advisor

Chair/Professor. Computer Science Dept. USD (*******.****@***.***)

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