eleni aloupogianni

information engineer

Eleni (Elena) Aloupogianni received her B.S.& M.S. diploma in Electrical and Computer Engineering from the National Technical University of Athens, Greece, in 2016. She earned a M.E. in Information and Communications Engineering in 2019 and a Ph.D. in Human-Centered Science and Biomedical Engineering in 2022, from Tokyo Institute of Technology, Japan. Her research interests include image processing, computer-assisted diagnosis, hyperspectral imaging and statistical analysis.

about

Elena (she/her)
Athens, Greece
Resume ▼
CV ▼
Research ▼

publications

foxelas.github.com/
publications

socials

mail, linkedin
github, orcid
t2r2, blog

interests

machine learning
data analysis
biomedical optics
image processing
high-dimensional data
pattern recognition
statistical analysis
predictive modelling
data visualization
NLP

programming

Python, C#, MATLAB
R, MS VBA, Kotlin
MS SQL, PostgreSQL
HTML, CSS, Bash

tools

LaTeX, Git, Docker
PyTorch, Tensorflow
Visual Studio
Android Studio
Google Rest API
Anvil, Jekyll

societies

Engineering in Medicine and Biology Society (IEEE EMBS)
(ex-member)
Japanese Society of Medical Imaging Technology (JAMIT)
(ex-member)

about

basic

Elena (she/her), based in Athens, Greece. Previously in Tokyo, Japan.

files

Resume ▼
CV ▼
Research ▼

socials

mail, linkedin, github, orcid, t2r2, blog

interests

machine learning, data analysis, biomedical optics, image processing, high-dimensional data, pattern recognition, statistical analysis, predictive modelling

code

Python, C\#, MATLAB, R, MS VBA, Kotlin, MS SQL, PostgreSQL, HTML, Bash

tools

LaTeX, Git, Docker, PyTorch, Tensorflow, Visual Studio, Android Studio, Google Rest API, Anvil, Jekyll

societies

Engineering in Medicine and Biology Society (IEEE EMBS)(ex-member), Japanese Society of Medical Imaging Technology (JAMIT)(ex-member)

education

2019-2022

Doctor of Philosophy

Tokyo Institute of Technology, Japan

3y

in Human-Centered Science and Biomedical Engineering from the Department of Information and Communications Engineering (GPA 3.90/4.50). Authored the Diploma Thesis “Hyperspectral Imaging and Analysis for the Diagnosis of Pigmented Skin Lesions during Gross Pathology”, under the supervision of Associate Professor Takashi Obi (Obi Laboratory). Studies fully funded by the Japanese Government (Monbukagakusho: MEXT) Scholarship.

2017-2019

Master of Engineering

Tokyo Institute of Technology, Japan

2y

in Information and Communications Engineering(GPA 4.16/4.50). Authored the Diploma Thesis "Skin Cancer Detection Using Multi-Spectral Macropathology Images", under the supervision of Associate Professor Takashi Obi (Ohyama-Obi Laboratory). Studies fully funded by the Japanese Government (Monbukagakusho: MEXT) Scholarship.

2017-2017

Research Student

Tokyo Institute of Technology, Japan

6m

Intensive Japanese language courses and preparation for graduate studies.

2011-2016

Joint B.Sc. & M.Sc.

National Technical University of Athens, Greece

5y

Graduated from the Faculty of Electrical and Computer Engineering (GPA 8.26/10). Partially supported by Eurobank 'Mprosta' Scholarship for achieving a top-ranking entrance score. Specialized in Signals, Computer Systems, Electronics, Bioengineering. Authored the Diploma Thesis "Application of the Curvelet Transform on Ultrasound Images of the Carotid Artery; Curvelet-based Feature Extraction and their Pathophysiological Meaning”, under the supervision of Professor Konstantina Nikita.

2008-2011

High-School

Geniko Lykeio Astrous, Arcadia, Greece

3y

Graduated with Honors. Scored 19.640 points in nationwide university entrance examination.

experience

2023-now

Senior Data Science Engineer

Interactive Coventry, UK

Lead Engineer for Computer Vision and AI. AI-driven innovation and product development for industrial, EU, UK and SG-funded projects. Focus on generative AI, human-centered engineering, reinforcement learning, digital twin, predictive modelling, and computer vision. [link]

2023-now

Engineering Consultant

Iris Automation, UK

Consultation for data science and computer vision. Focus on AI applications for heavy industries and manufacturing. [link]

2017-2022

Systems Engineer

IDAY Yamazaki Johosekei (now Areccia), Japan

Data analysis, modelling and support of financial product pricing and risk management (mainly development in C#, MS SQL, R). Regression testing and verification tool production (mainly MS VBA). Worked in a variety of projects; mainly on Pricing Engines, Multifactor Models, Hull-White and Monte-Carlo Simulations. Additional projects for UI development and rapid prototyping for in-house web applications (mainly Anvil, Python). [link]

2017-2022

Student leader

Obi Laboratory, Tokyo Institute of Technology, Japan

Volunteer

Student leader and manager. Handled student mentoring and management, event scheduling, communication management, reporting of student progress and other general affairs in the laboratory.[link]

2021-2022

Student Ambassador

Admissions Section, Tokyo Institute of Technology, Japan

Contract

Promotional work and blog authorship for the admissions division. [link]

2020-2021

Teaching Assistant

Faculty of Health, Saitama Medical University, Japan

Contract

Guidance and assistance in Undergraduate Engineering Workshops (1. Applied Engineering Experiments, 2. Electrical and Electronic Experiments) for the Faculty of Health and Medical Care. [link]

2019-2020

Teaching Assistant

GSEP, Tokyo Institute of Technology, Japan

Contract

Topic introduction, group-work management and progress evaluation.[link]

2018

Research Assistant

Obi Laboratory, Tokyo Institute of Technology, Japan

Contract

Research project on “Assisting skin cancer macropathological diagnosis using multi-spectral image” in collaboration with Saitama Medical University, Chiba University and Olympus Corporation.[link]

skills

Soft

problem-solving, creativity, project management, time management, interpretation, translation, teamwork, consistent performance, good at prioritizing tasks, leadership

Comm.

public speaking, adaptability in multicultural environments, patient listener, positive attitude, friendly personality

languages

Greek

● ● ● ● ● Native

English

● ● ● ● ● Near-Native

Japanese

● ● ● ● ○ JLPT N2

German

● ● ● ○ ○ Goethe-Zertifikat B2

courses

2021

The Complete 2021 Web Development Bootcamp, organized by App Brewery [link]

Google Tag Manager Fundamentals, organized by Google Analytics Academy [link]

2020

Machine Learning, Data Science and Deep Learning with Python, organized by Sundog Education [link]

2018

Programming Boot Camp 2018 [Vue.js, Firebase], organized by Academy of Global Leadership, Yamada Dojo and Guild Works [link]

seminars

2021

The ７th Japan-Russia Joint Forum for Education and Research, hosted by Tokyo Institute of Technology (Japan) and Moscow State University (Russia) [link]

2019

The 11th workshop CTF for GIRLS: 'Forensics', hosted by SECCON (Tokyo, Japan) [link]

2017

Stanford University's 'd.school comes to Tokyo Tech' Design Challenge Workshop, hosted by the Academy of Global Leadership (Tokyo, Japan) [link]

1st workshop CTF for SchoolGIRLS: 'Web security and cryptography', hosted by SECCON (Tokyo, Japan) [link]

2015

The 8th Convention of Electrical Engineering Students (ΣΦΗΜΜΥ), hosted by UPatras (Patras, Greece) [link]

'Biotechnology.. When Medicine meets Technology!', hosted by IEEE EMB Greece chapter (Athens, Greece)

2013

The 6th Convention of Electrical Engineering Students (ΣΦΗΜΜΥ) 'Innovation:The answer of modern engineers in modern quandaries', hosted by NTUA (Athens, Greece) [link]

5th e-Learningexpo 'Innovation in education for active citizens', hosted by Wide Services (Athens, Greece)

2011

'Application development with Windowsphone', hosted by Microsoft (Athens, Greece)

badges