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Asli Zoumpoul

@aslizoumpoul

Software Engineer at COMPELLIO S.A. developing LLM-powered document question answering with transformer models.

At COMPELLIO S.A., I developed an LLM-powered question-answering system for PDF and JSON documents using transformer models including BERT, DistilBERT, and T5. I combined neural models with TF-IDF retrieval and rule-based logic to handle structured content, and fine-tuned models on domain-specific data.

My projects also include an award-winning self-driving car thesis, where I implemented Q-Learning obstacle avoidance and route tracking for simulated and physical systems. I’ve worked across data analysis, web and blockchain applications, and embedded systems, using tools such as Python, SQL, and C#.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

Compellio S.A.

Aug 2020 - Present (6 years 2 months)

Developed a question-answering system for unstructured and semi-structured documents using transformer-based NLP models. Contributed to web applications with Laravel, SQL, and blockchain-based content authentication.

Python PyTorch Hugging Face Transformers scikit learn JSON Regex Laravel SQL HTML CSS JavaScript Blockchain

Intern - Software Engineer

Siskon Software & Automation

Jul 2019 - Aug 2019 (1 month)

Developed custom software solutions including an email monitoring and IP mapping tool using VBA and C#, and an automated slide compilation tool in C#.

VBA SQL C#Visual Studio

Intern - Electrical and Electronics Engineering

MDK Automation

Jun 2019 - Jul 2019 (1 month)

Developed a C# application to establish serial communication with PLCs, retrieve real-time data, and display it on a PC interface.

C#Visual Studio Serial Communication

Intern - Software Developer

Compellio S.A.

Jun 2018 - Aug 2018 (2 months)

Developed a data analysis pipeline to extract, process, and visualize Eurostat statistical data using Python and SPARQL in Jupyter Notebook.

Python Jupyter Notebooks SPARQL

Education

Degrees, certifications, and relevant coursework

National and Kapodistrian University of Athens

Master's Degree, Software and applications development and analysis

2021 -

Activities and societies: Coursework includes big data technologies, data analytics, machine learning, NLP, cloud computing, and big data visualization.

Master's degree in Big Data and Artificial Intelligence, covering big data technologies, data analytics, machine learning, NLP, cloud computing, and big data visualization. Currently ongoing.

Anadolu University

Bachelor's Degree, Electrical and Electronics Engineering

2016 - 2020

Grade: 3.47 / 4.0

Activities and societies: Course projects included computer programming, electrical circuits, digital systems, microprocessors, algorithms, signals and systems, embedded systems design, computer architecture, data networks, and system-on-chip design.

Bachelor's degree in Electrical and Electronics Engineering with a focus on electronics and automation. Completed a thesis on a self-driving car and achieved a final grade of 3.47/4.0.