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dlukel/README.md
Loukas Louka Second-year CSEN student at AUB Mediterraneo. AI evaluation, embedded systems, software engineering and robotics.

LinkedIn Explore ATOPOS MaCake on GitHub AUB Mediterraneo

Profile views GitHub followers

πŸ§‘β€πŸ’» About

I am a second-year Computer Science and Engineering student at the American University of Beirut Mediterraneo in Cyprus. I build web applications and systems software, with a background in competitive robotics.

100%

Merit-based scholarship

Dean's Honor List

Fall 2025 and Spring 2026

51 medals

With my robotics teams

β˜€οΈ Summer 2026

Nepheli AI internship
15 July to 15 August 2026

I contributed to optimizing the Hermeez Agent, working with the team on mechanisms intended to improve precision, recall, and F1 scores in AI systems. I also gained practical experience with Amazon Web Services.

Alongside the internship, I worked on low level embedded systems and completed a robotics project using PID, LQR, MPC, and machine learning. Balancing this work taught me to plan tasks and allocate time across projects.

Coursework and independent study

I completed Andrew Ng's Machine Learning Specialization from DeepLearning.AI and Stanford Online in September 2026.

I also completed Claude 101 through Anthropic's Claude Academy in June 2026.

My independent study includes MIT OpenCourseWare on YouTube, covering statistics, linear algebra, probability, and calculus for AI. I have also studied AI literacy, embedded systems design, and robotics.

πŸš€ Projects

ATOPOS

Health measurement research demo

Compares 22 measurements with a person's history and a reference cohort, then explains what contributes to a deviation score. The interactive demo uses generated profiles and publishes evaluation results and limitations. These simulations do not establish clinical effectiveness.

Christiana Tosonidou also contributed to ATOPOS.

Explore the ATOPOS demo

MaCake

Adaptive bandwidth shaping for macOS

A Swift tool that adapts the cake-autorate controller to macOS. It adjusts dummynet pipes as network latency changes. The repository documents the measured delay improvement and throughput tradeoff. It ports the controller, not Linux's CAKE queue discipline.

View MaCake code Read MaCake measurements

Line following and adaptive cruise control

Robotics and control systems

A completed project exploring line following and adaptive cruise control with PID, LQR, MPC, and machine learning.

PID LQR MPC Machine learning

Programming language

Language design

I designed a programming language organized around facts as part of a course and a side project.

Programming languages

Futsapp

Connecting players, teams, and venues

I co-founded the app and presented our prototype and business model at the JA StartUp Programme 2026 National Competition in Cyprus. Our team placed second.

React Vite Supabase Tailwind CSS

Pixagon

Studying through quizzes and play

A study app that generates quizzes from uploaded PDFs and connects studying with play.

Open Pixagon

Quavely

Earthquake monitoring

A web app I developed with a team to display seismic data on interactive maps.

React Leaflet Tailwind CSS Framer Motion

Open Quavely

HammingShield

Error-correcting codes

An interactive web simulator for Hamming codes. It demonstrates how encoded data can recover from a single bit error, connecting linear algebra with data integrity.

Linear algebra Error correction

A closer look at the recent work

ATOPOS lets users explore generated profiles, follow trajectories, and compare a simulated change with the same profile without that change. Its published evaluations cover detection performance, false alarms, and the limits of the original early detection hypothesis.

In one recorded MaCake Starlink comparison, added p90 delay fell from 55.5 ms to 16.0 ms, while throughput fell from 278.52 to 177.51 Mbit/s. Those results describe that test, not every connection.

Read the MaCake measurements

πŸ› οΈ Languages and tools

Languages

C++ C Python Swift Java Go R SQL Pascal Prolog x86 Assembly

Frameworks and libraries

React Node.js Tailwind CSS Framer Motion Leaflet

Platforms and tools

Amazon Web Services Git GitHub Linux macOS Arduino

πŸ€– Robotics background

Robotics Team Lead at Y. Laouris Informatique
January 2019 to 15 July 2026

I led teams in international robotics competitions and mentored younger members in programming. The work included PID control, sensor fusion, embedded programming, rapid prototyping, and debugging under competition time limits.

πŸ₯‡ 26

Gold medals

πŸ₯ˆ 17

Silver medals

πŸ₯‰ 8

Bronze medals

Our teams competed in Estonia, Cyprus, Greece, and Germany.

πŸŽ“ Education and recognition

BSc in Computer Science and Engineering
American University of Beirut Mediterraneo, 2025 to 2029

  • 100% merit-based scholarship
  • Dean's Honor List for Fall 2025 and Spring 2026
  • ETEK Excellence Awards in Computer Science and Science Subjects
  • 20/20 school GPA at Lyceum Giannaki Talioti
Community and languages

I volunteered with PASIKAF, the Cyprus Association of Cancer Patients and Friends, in 2021 and 2022. I also served as a Senior Ambassador with the European Parliament Liaison Office in Cyprus in 2024.

I speak Greek, English, and French.

πŸ“Š GitHub activity

GitHub contribution calendar for dlukel


Connect on LinkedIn



that they may have life and have it more abundantly

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