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kappapee/README.md

Konstantinos Poulios

Contact Information


🚀 About Me

Backend software developer and data scientist with a strong foundation in application prototyping, data ETL pipelines and data analysis, ML pipelines and RAG systems.

My background in academic experimental research has honed my ability to methodically investigate complex problems, design systematic approaches to testing hypotheses, and draw meaningful insights from data. Through my role as full-stack Senior Data Scientist, I've developed expertise in prototyping innovative ML based and data-driven solutions, validating and evaluating business ideas and supporting the productization of successful prototypes.

I have been writing Python code for a decade, and have built RESTful API backend systems using different frameworks (Django, FastAPI) and various SQL flavors (PostgreSQL, SQLite). I have experience with CI/CD and cloud hosting solutions (AWS, GCP). Over the past year I am really enjoying writing Go code.

🛠️ Skills

Programming

  • Python
  • Go
  • SQL (PostgreSQL, SQLite)
  • Bash
  • RESTful APIs
  • ML and LLM pipelines
  • RAG systems

Cloud & DevOps

  • AWS
  • GCP
  • Docker
  • Kubernetes
  • Git
  • GitHub Actions
  • MLFlow
  • HuggingFace

Operating Systems

  • Linux
  • BSD
  • Windows

💼 Experience

Senior Data Scientist

SAP Signavio | Mar 2020 - Feb 2025

Part of the Research and Innovation team, researching and validating ideas through proof-of-concept projects and evaluating future product features and services through rapid prototyping of ML-driven, data-centric applications.

Postdoctoral Researcher

University of Nottingham, U.K. | Dec 2017 - Nov 2019

Lead researcher experimenting with atom-chip-based trapping and guiding of ultra-cold atoms for applications in quantum metrology and sensing.

Postdoctoral Researcher

Foundation for Research and Technology - Hellas, Greece | Nov 2014 - Jun 2017

Lead researcher in two E.U. funded projects. Experimenting with ultra-cold atoms for applications in quantum metrology and interferometry and developing novel optical components for interferometric applications in space.

Postdoctoral Researcher

University of Oxford, U.K. | Jan 2015 - Mar 2015

Lead researcher experimenting on interfacing integrated quantum photonic chips with single atom photon sources. Project in collaboration with the University of Bristol.

Postdoctoral Researcher

University of Bristol, U.K. | Jul 2014 - Oct 2014

Lead researcher experimenting on interfacing integrated quantum photonic chips with single atom photon sources. Project in collaboration with the University of Oxford.

🎓 Education & Certifications

Nov 2024 - present

Rigorous computer science and backend engineering program. Completed 20+ courses including DSA, OOP, functional programming, web servers, and SQL databases. Expected completion July 2025.

Ph.D. in Physics

University of Bristol, U.K. | Nov 2009 - Dec 2013

Experimental research on integrated quantum photonics for quantum information and quantum computation. Thesis: "Integrated Photonic Continuous-Time Quantum Walks".

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