Sedrak Vardanyan
Yerevan
Overview
18
18
years of professional experience
1
1
Certification
Work History
AI/ML Engineer
DataArt
Yerevan
03.2021 - Current
- Investment: Artificial automation of manual subprocesses
- Insurance-Healthcare: The best insurance opportunity identification model for patient order
- E-sales: Recommendation model for the best matchings between brokers, buyers and sellers to improve price discovery, trade execution and liquidity flow
- Document layout analysis: Layout detection and content extraction.
Associate professor
Yerevan State University
Yerevan
09.2018 - Current
- Python programming in mathematics: Linear Algebra, Mathematical Analysis, ODE, Fourier Series, ML Basics, operations research.
Team lead
Datafoundry Lab (Field: Clinical Trials)
Yerevan
03.2019 - 01.2021
- Document analysis: Sentiment analysis, Name Entity Recognition
- Medical image analysis: Object detection
- Clinical Data Conversion: CRF-Spec-SDTM-ADaM.
Project manager
HAEKSHIN construction company
Yerevan
09.2017 - 04.2018
- Implementation of Management Information Systems
- Implementation of Quality Management System, ISO 9001:2015.
Director
Plekhanov Russian University of Economics, Yerevan branch/Moscow State University of Economics, Statistics and Informatics (MESI), Yerevan branch
Yerevan
11.2009 - 08.2017
- Administration of the education system: human and material resources, plan, strategies
- Implementation of structures to execute an education system.
Head of Information Technologies department
Moscow State University of Economics, Statistics and Informatics (MESI), Yerevan branch
Yerevan
09.2006 - 11.2009
- Management of Applied informatics undergraduate program
- Provide IT courses for Economics and Management undergraduate programs.
Education
PhD - Solid Bodies Mechanics
Samara State University
11.2005
MSc - Mathematical Modeling in Mechanical Engineering
Yerevan State University
06.2003
BS - Mathematical Modeling in Mechanical Engineering
Yerevan State University
06.2001
Skills
- AWS Services
- GCP Services
- MLOps
- Python
- MatLab
- C
- DB: Neo4j, Cassandra, SQL
- ML algorithms: Decision Tree, SVM, Random Forest, SGD, Bayesian algorithms
- CV: Feature Detection algorithms - SIFT, SURF, FAST, BRIEF
- Neural Networks: CV/NLP Networks - LSTM, Detectron
- Data Engineering: Spark,Dask,Airflow
Certification
- AWS Certified Solutions Architect - Associate, 11/12/24
- AWS Certified Machine Learning - Specialty, 12/29/24
- Google Cloud Professional Machine Learning Engineer, 07/31/25
Trainings Workshops Conferences
- Machine learning/Deep learning/Data Science/Clinical Trials/Python/AWS/GCP (20 certificates)
- Knowledge management, Online Education, HR management, Innovative approaches for university management, Moscow, Zermatt, Minsk, St Petersburg.
Research
- Research fellow, Moscow State University after by M.V.Lomonosov, Faculty Mechanics and Mathematics, Moscow, Russia, Research on Mathematical Modeling in Mechanics, 10/01/16, 10/31/19
- Scientific Researcher, Institute of Mechanics of Armenian National Academy of Sciences, Yerevan, Armenia, Math models in Mechanics: Optimal control theory, Math Plasticity Theory, Fracture Mechanics, Micropolar Elasticity, Magnetoelastic, Piezoelectric, Ferromagnetic Plates and Shells, Gas and Fluid Mechanics in Economics, 06/01/03, present
Languages
- English (B2/C1)
- Russian (C1/C2)
- Armenian (native)
Languages
Armenian
First Language
English
Advanced (C1)
C1
Russian
Proficient (C2)
C2
Timeline
AI/ML Engineer
DataArt
03.2021 - Current
Team lead
Datafoundry Lab (Field: Clinical Trials)
03.2019 - 01.2021
Associate professor
Yerevan State University
09.2018 - Current
Project manager
HAEKSHIN construction company
09.2017 - 04.2018
Director
Plekhanov Russian University of Economics, Yerevan branch/Moscow State University of Economics, Statistics and Informatics (MESI), Yerevan branch
11.2009 - 08.2017
Head of Information Technologies department
Moscow State University of Economics, Statistics and Informatics (MESI), Yerevan branch
09.2006 - 11.2009
PhD - Solid Bodies Mechanics
Samara State University
MSc - Mathematical Modeling in Mechanical Engineering
Yerevan State University
BS - Mathematical Modeling in Mechanical Engineering
Yerevan State University
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