AREAS OF EXPERTISE

Artificial Intelligence, Computer Vision, Image Processing, Machine Learning, Deep Learning SKILLS

Expert in: Python.

Familiar with: C/C++, C#, Java.

Machine Learning/Deep Learning frameworks, libraries and tools:

TensorFlow, Keras, PyTorch.

OpenCV, OpenVino, Scikit-learn, NumPy, Pandas, Matplotlib. Other skills:

SQL, Command shell, Latex, Git/Github.

PROJECTS

Car occupancy classification

Implemented a model – CarNet. Check out the link: https://github.com/freedom9393/CarNet.

Used tools to implement the model: Python, TensorFlow, Keras, OpenCV, Lycon, etc.

For more details, please take a look at my paper: https://doi.org/10.3390/s19020277. Action recognition

Implemented action recognition model. Project link: https://github.com/freedom9393/c3d-tensorflow.

3D convolution is utilized to build the model. Used tools for implementation: Python, TensorFlow.

Classified 6 actions: go in, go out, sit, walk, falling down, empty room. Perspective transform of document image

Implemented project to perform perspective transform of a document captured by mobile camera.

Used tools for implementation: C++, Java, OpenCV. Character detection

Implemented project to detect texts from a given document.

Used tools for implementation: Python, PyTorch, OpenCV, Scikit-image. Korean character recognition

Implemented project to detect and recognize Korean characters.

Used tools for implementation: Python, PyTorch, NLTK, Pillow. Object detection

Implemented project to detect and recognize digits from gas meter device.

Used tools for implementation: C, Python.

SHERZOD NURULLAYEV

Pattern Recognition & Machine Learning Lab.

1342 Seongnam-daero, Bokjeong-dong, Sujeong-gu, Seongnam-si, Gyeonggi-do, South Korea

+998**-***-****

adlwcn@r.postjobfree.com

PUBLICATIONS

S. Nurullayev and S.-W. Lee, "Generalized Parking Occupancy Analysis based on Dilated Convolutional Neural Network" Sensors, Vol. 19, No. 2:277, January 2019, pp. 1-25.

S. Nurullayev and S.-W. Lee, "Parking Occupancy Detection for Unseen Dataset based on Dilated Convolutional Neural Networks" Proceedings of The International Conference on Next Generation

Computing, Vung Tau, Vietnam, December 2018, pp.160-161.

N. N. Quang, N. Sherzod, P. Sahadev, and S.-W. Lee, "Robust Real-time Face Recognition in Uncontrolled Environment using Soft-max Function" Proc. of 2018 KING Summer Conference., Jeju, Korea, May 2018, pp. 113-116.

PROFESSIONAL EXPERIENCE

Position: Project Manager, Team Leader, Machine Learning/Deep Learning Engineer Company Name: Code1System

Location: Seoul, South Korea

Responsibilities: Develop projects related to Computer Vision More detailed info: I was a project manager and team leader in the company. With other employees we worked on various computer vision projects and we managed to finish around 10 projects within a year. Position: Full stack Deep Learning Developer

Company Name: Re:Born Soft

Location: Seoul, South Korea

Responsibilities: Develop Face Recognition system

More detailed info: I was responsible for developing face recognition systems using Microsoft’s Kinect camera and Intel’s Realsense camera.

Position: Graduate Research assistant

Laboratory Name: Pattern Recognition and Machine Learning Location: Gachon University, Gyeonggi-do, South Korea Responsibilities:

Design and implement various image processing/computer vision/deep learning systems.

Conduct research on multiple research/company projects.

Write research articles in international/domestic journals and conferences.

Assist my advisor in writing proposals, peer-reviewing publications, etc... Position: Full stack Senior Web Developer

Company Name: Yurida Soft Group

Location: Tashkent, Uzbekistan

Responsibilities: Content Management System developer (WordPress) More detailed info: I designed websites for lawyer companies. I was responsible for all the tasks such as web-design, front-end development, back-end development, maintenance of each website and etc... Position: Full stack Junior Web Developer

Company Name: Viva Group International

Location: Tashkent, Uzbekistan

Responsibilities: Back-end developer on Php Framework (Yii2) More detailed info: We made a system to manage financial operations. I helped to develop the base of the system (back-end coding using Yii2) and database management. 2016 – 2017

2015 – 2016

2019

2017 – 2019

2020 – 2021

Position: Junior Web Developer

Company Name: Smart Soft Development

Location: Tashkent, Uzbekistan

Responsibilities: Content Management System developer (Drupal) More detailed info: I worked on making a website for one the best Universities in Uzbekistan. My task was maintenance of the website made in Drupal.

EDUCATION

Master of Engineering in Software

Location: Gachon University, South Korea

GPA: 3.81/4.5

Bachelor of Engineering in Informatics and information technologies Location: Tashkent University of Information Technologies, Uzbekistan GPA: 86/100

ACHIVEMENTS

“Best student” award in Mathematics at high school.

2nd in Mathematics Olympics in 2012, Jizzakh Province, Uzbekistan. LANGUAGES

Uzbek – Native

English – Advanced (Confident)

OTHER QUALIFICATIONS

Interested in: problem solving, optimization, mathematics.

Good analytical and problem-solving skills as well as attention to detail.

Good documentation skills.

Ability to communicate effectively with team members.

Good written, verbal and interpersonal communication skills. REFERENCE

Professor Sang-Woong Lee, Department of Software, Gachon University, Seongnam-si, South Korea Phone: +82-31-750-****, Email: adlwcn@r.postjobfree.com

2017 – 2019

2012 – 2016

2014 – 2015

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