Software Engineer

• Aug 2023 - Present

Command Module Pilot

• Dec 2020 - Present

Co-founded a specialized telescope online shop, a popular science blog based in Armenia. Responsibilities - Organizing astronomy, science outreach events - Organizing stargazing and astrotour events - Managing a team of 8 talented enthusiasts - Managing work on the WordPress website - Analyzing the market and creating strategies - Keep in touch with customers, organize shipping, inventory management, etc. - Writing popular science blog-posts spaceshop42.com Show less

Research Assistant

• Sep 2018 - Present

- Machine Learning Research on AGN data.- I automated some scripts and analyzing tools and parallelized codes using Python, which led to saving more time both in computation and code writing.- I was engaged in analyzing FERMI LAT gamma-ray band data, using Python and additional software, written on Python (fermipy, FERMI GTOOLS). The results of data analysis lead to the research of Active Galactic Nuclei.Achievement: - Faculty Research Award, EIF, and PMI Science. - ANSEF GrantPublication: - Multiple publications in high impact rated journals. Show less

Data Analyst intern

• Apr 2018 - Sep 2018

Data Science Tutor

• Apr 2023 - Aug 2023

Tutoring on the class Introduction to Data Science and Machine Learning Tutoring on the class Introduction to Data Science and Machine Learning

Teaching Assistant

• Feb 2023 - May 2023

Data Scientist

• Jan 2023 - Mar 2023

Worked on classical tabular data. Worked on classical tabular data.

ML Engineer II, Computer Vision

• May 2021 - Jul 2022

I was engaged in the video background segmentation problem. - Working on improving the background segmentation model used in the online conferencing application. - Implementing various techniques for better image post-processing, and augmentation techniques. - Experiments and research of novel approaches for segmentation problems. I was engaged in the video background segmentation problem. - Working on improving the background segmentation model used in the online conferencing application. - Implementing various techniques for better image post-processing, and augmentation techniques. - Experiments and research of novel approaches for segmentation problems.

Machine Learning Specialist

• Oct 2020 - Apr 2021

Developed machine learning algorithms to provide a new solution for the business. End-to-end machine learning engineering from EDA to full deployment of the service. Worked with such tools and standards as Docker, Apache Ariflow, Kubernetes, GitLab CI/CD, REST API. Developed machine learning algorithms to provide a new solution for the business. End-to-end machine learning engineering from EDA to full deployment of the service. Worked with such tools and standards as Docker, Apache Ariflow, Kubernetes, GitLab CI/CD, REST API.

Machine Learning Intern

• Jun 2020 - Aug 2020

I was engaged in such projects as human activity recognition, using various types of neural network architectures as Feed Forward Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, and some combinations of those. I was researching various papers like DETR, SIREN, YOLO, HarNet and others. I also worked with tabular big data with Dask and other such tools, on target marketing problem. I worked on customer churn prediction tasks, using both automatic tools for feature creation and hand-engineering features. Intensive work with tools like Keras, PyTorch, Neptune.ai, Dask, Pandas, Git, and others. Show less