Manolis Vardas Email & Phone Number

Vyronas, Gr

Athens, Greece

As a member of the Solution Delivery team, I specialize in designing and deploying AI-driven conversational agents for enterprises across diverse industries. My end-to-end role involves conversation flow design, software implementation, machine learning-based Natural Language Understanding (NLU) model development, data analysis and direct client engagement. By ensuring seamless integration with business needs, I contribute to automating customer services and delivering human-like user… Show more As a member of the Solution Delivery team, I specialize in designing and deploying AI-driven conversational agents for enterprises across diverse industries. My end-to-end role involves conversation flow design, software implementation, machine learning-based Natural Language Understanding (NLU) model development, data analysis and direct client engagement. By ensuring seamless integration with business needs, I contribute to automating customer services and delivering human-like user experiences. Show less

Athens, Greece

Hellenic Army Information Technology Support Center - Unified Personnel Control System Department (mandatory military service)

Zurich, Switzerland

Master thesis on adversarial attacks in radiology report classification with deep learning models. I studied the robustness of NLP classification models, under meaningful word-level perturbations in text input derived from the medical domain. I mainly focused on:- Optimizing adversarial attacks from existing bibliography.- Constructing new attacks that preserved grammar and semantics.- Adversarial training for improving generalization of the models under attack.

Msc, Data Science, 5.29/6

Key Courses: Advanced Machine Learning, Statistical Learning Theory, Computational Intelligence Lab, Data Science Lab Optimization.

Master'S Degree, Electrical And Computer Engineering, 9.34/10 (Top 2%)

Major Fields: Computer Software & Systems, Mathematics, Networks Thesis: The Online Min-Sum Set Cover Problem (advised by Prof. Dimitris.