CV
General Information
| Full Name | Giorgos Mitsis | 
| Date of Birth | 15th June 1990 | 
| Languages | Greek, English, French | 
Technical Skills
- Languages: Python, Ruby, SQL, Matlab, PHP,HTML, CSS, JavaScript
- Libraries: Celery, Ruby on Rails, RSpec, Django, Laravel, Numpy, Matplotlib, NetworkX
- Databases: PostgreSQL, MariaDB, Redshift, MongoDB, ElasticSearch
- Other: Git, Docker, Kubernetes, Kafka, RabbitMQ, AWS, LaTeX, Jira, Phabricator, OpsGenie
- Alerting and Monitoring: DataDog, HoneyBadger, Sentry
Experience
-  2024 - NowSr. Software EngineerWorkable- Part of AI team
-  AI features - Enabled multilingual search of jobs
- Enabled job classification of non english jobs
 
-  AWS - Management of Sagemaker instance for ML inference
- File manipulation via S3
 
-  Operations - Large scale backfill of job requirements and candidate profile matches with a new ML model
- Refactored logic of job classification to reduce storage requirements by 90%
- Modernization of legacy code e.g. introducing Domain Models
 
 
-  2022 - 2024Software EngineerSkroutz S.A.- Part of analytics team
-  Analytics Internal Tools - Maintenance of existing internal tools responsible of the collection and analysis of data produced by affiliated shops
- Close collaboration with support agents
- Developed a detector that finds potential orders that are not correctly reported by the shops, leading to discoveries of technical issues and fraud cases
- Contributed to the extension of the XML schema that shops use to send information about their products
- Proposed a rework of the estimator algorithm that automatically detects the elements of the XML
 
-  AWS - Contributed to the setting up of all the team's internal tools in the AWS environment
 
-  Operational Metrics and Insights Project - Gathering of data that would enable merchants to see their performance on the platform, as well as insights for their growth, from AWS Data Warehouse
- Backend development for the presentation of the data to the merchants
 
 
-  2015-2021Software Engineer - ResearcherSchool of Electical and Computer Engineering, NTUA- NETwork Management & Optimal DEsign Laboratory (NETMODE)
-  Projects - REALISM (Elidek)
- PRODUCER (Horizon 2020)
- MECANEX (Horizon 2020)
 
-  Responsibilities - Proposition, design and evaluation of research ideas
- Design and development of simulations for the evaluation of the proposed frameworks
- Translation of user requirements to product features
- Decision making on the design, algorithm selection and implementation details and technologies
- Technical implementation of the projects
- Participation in project meetings for ensuring compliance to the DoW
- Coordination with the projects' partners
- Creation of project deliverables and technical documentation
 
 
-  2016 - 2021Teaching AssistantSchool of Electrical and Computer Engineering, NTUA-  Social Network Analysis (Masters course) - Analysis of metrics for different network types
- Comparison of cluster formation algorithms
- Implementation of a genetic algorithm fo cluster formation
- Analysis of basic epidemiological models
 
 
-  Social Network Analysis (Masters course) 
Education
-  2021PhDNational Technical University of Athens, Greece- School of Electical and Computer Engineering
- NETwork Management & Optimal DEsign Laboratory (NETMODE)
-  Dissertation - Distributed decision-making frameworks for resource allocation in cyber-physical systems
 
 
-  2015Integrated Master's degreeNational Technical University of Athens, Greece- School of Electical and Computer Engineering
-  Diploma thesis - Bounding box proposal for fast object detection on images
 
-  Grade - 8.1
 
 
-  2012Erasmus SemesterUniversité Pierre et Marie Curie- Electrical and Computer Engineering, Telecommunications
 
-  2008High SchoolLycée Léonin de Patissia
Awards & Certifications
-  2018, 2020- Thomaidio Award for Scientific Publications
 
-  2017- BIG DATA and Applications - Lectures in Computer Science - Onassis Foundation and FORTH
 
Languages
- Greek: Native
- English: Fluent. Certificate of Proficienct in Engish (CPE), Level C2, Cambridge University
- French: Fluent. Sorbonne C2, Diplôme de Langue et Littérature Françaises
Open Source Projects
-  2018-2019SRPtool- A recommendation system webapp (Python, Django, PostgreSQL, Docker) providing personalized content (videos and enrichements) to the user. Part of PRODUCER Horizon 2020 project.
 
Academic Interests
- Game Theory and Prospect Theory
- Reinforcement Learning
- Ad-Hoc networks and autonomous systems
- Social Network Analysis
- Recommender Systems
Interests
- Climbing, Hiking, Traveling, Guitar, Clarinet, Woodworking, Chess