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 - Now
    Sr. Software Engineer
    Workable
    • 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 - 2024
    Software Engineer
    Skroutz 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
  • 2015-2021
    Software Engineer - Researcher
    School 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 - 2021
    Teaching Assistant
    School 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

Education

  • 2021
    PhD
    National 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
  • 2015
    Integrated Master's degree
    National 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
  • 2012
    Erasmus Semester
    Université Pierre et Marie Curie
    • Electrical and Computer Engineering, Telecommunications
  • 2008
    High School
    Lycée 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

  • 2018-2019
    SRPtool
    • 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