Arsen
Резюме Computer Vision/ Remote
17 мая 2021 г.Киев
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- Образованиевысшее
- Опыт работы1-2 года
- Тип работылюбая
- Вид занятостилюбой
Профессиональные навыки
Опыт работы
- –
Pixeria
Computer Vision Developer. Wrote programs, developed algorithms and worked on projects worldwide for different industries in following fields: image retrieval, image matching, image processing, object detection, image object detection and classification, semantic segmentation.
Some of the projects I've worked on:
-Home image indexing for a city:
Working on building image search engine for houses, where you can input an image and get similar images of the same house as an output using image feature detection, different descriptors (SURF and KAZE (image retrieval))
- Human detection on sport related images:
developing a program using sematic segmentation algorithms to be able to find sport players on different images.
-Image grey scaling using image processing:
Creating a system that converts and optimizes an Image conversion to greyscale for laser engraving using different image processing techniques and algorithms to increase the greyscale image quality, contrast.
-Debugging and testing.
etc.
Образование
высшее
Повышение квалификации
American University of Armenia"Master of Science in Computer and Information Science"
September 2018 - May 2021
Дополнительные сведения
Знание языков:
украинский (начальный), русский (эксперт), английский (эксперт).
Дополнительно о себе:
Linkedin account: https://www.linkedin.com/in/arsen-arijanyan-9b030199/
Исходный текст
Arsen *********
COMPUTER VISION DEVELOPER
+ Показать контакты
**************************
https://www.linkedin.com/in/arsen-*********-9b030199/ (https://www.linkedin.com/in/arsen-*********-9b030199/)
EDUCATION
Master in Computer and Information Science
(https://cse.aua.am/graduate-programs/cis/)AUA (American University of Armenia)
Sept 2018 – May 2021
Classes Taken:
Advanced OOP, Advanced Topics in Algorithms, AI, Machine Learning, Image Processing,
Database Systems, Theory of Computing, Data Structures, Object Oriented Analysis and Design
(OOAD), Computer Organization, Bioinformatics, Cyber Security, Information Visualization,
Probability and Statistics, Discrete Mathematics, Software Project Management, Human
Computer Interaction (UI/ UX).
Bachelor Degree in Urban Economy and Ecology
National University of Architecture and Construction of Armenia
Sept 2012 – June 2018
NumPy
PyTorch
Pandas
CV2
Tools and Technologies
WORK
EXPERIENCE
Computer Vision Developer
Pixeria
July 2020 – May 2021
Wrote programs, developed algorithms and worked on projects worldwide for different industries and
companies in following fields: image retrieval, image matching, image processing, object detection,
image object detection and classification, semantic segmentation, etc.
Some of the projects I've worked on:
Home image indexing for a city:
Working on building image search engine for houses, where people could input an image and
get similar images of the same house or building as an output using image feature detection,
different descriptors such as SURF and KAZE (image retrieval). Also researching and testing
many different image retrieval algorithms - DISK, Super Glue, PyTorch models, etc.
Human detection on sport related images:
developing a program using sematic segmentation algorithms to be able to find sport players
on different images.
Image grey scaling using image processing:
Creating a system that converts and optimizes an Image conversion to greyscale for laser
engraving using different image processing techniques and algorithms to increase the
greyscale image quality, contrast, etc.
Debugging and testing:
Worked on debugging and testing of an algorithm of apartment images in order to increase
image quality and remove all the defects such as dust on camera objective, aligning the image
angles, straightening of images, sky replacement, etc.
Java Intern
IntelinAir Armenian Office
Jan 2020 – March 2020
Programming Languages
Python
Java
MATLAB
Theoretical Knowledge
Advanced Algorithms
Image Processing
Machine Learning
Data Structures
Languages
Russian
English
French
Fields of Interest
Physics
Astrophysics
Advanced Algorithms
Machine Learning
Neural Networks
PIL
SciPy
Bash
Ubuntu