Curriculum Vitae

Panagiota Grosdouli

Robotics · Robust Autonomy · Uncertainty-Aware AI

LinkedIn profile

Profile

Electrical and Computer Engineer (Integrated MEng, 2026), with experience in machine learning, computer vision and robotic perception.

Education

Five-year Diploma in Electrical & Computer Engineering (Integrated Master's level)

2020–2026

Democritus University of Thrace, Xanthi, Greece

Diploma thesis (10/10): Trajectory Prediction of Vulnerable Road Users at Smart Intersections for Road Safety and Autonomous Driving Applications. Overall grade: 7.58/10.

Industry Experience

OZZIE Robotics — Robotics and Computer Vision Internship

July–August 2025 · Thessaloniki, Greece

Curated and annotated a task-specific dataset, trained and evaluated a YOLO-based semantic segmentation model, and contributed to the scene-understanding pipeline for an autonomous delivery robot.

Selected Research Projects

2025–2026

Diploma Thesis: Trajectory Prediction of Vulnerable Road Users at Smart Intersections for Road Safety and Autonomous Driving Applications

Diploma Thesis · VRU Forecasting

Evaluate whether multimodal contextual information improves future-trajectory prediction for pedestrians, cyclists, scooter riders, and motorcyclists compared with trajectory-history-only models.

2025–Present

DynNav: Planning to Preserve Escape Options

Risk & Recoverability-Aware Navigation

Determine whether explicit recoverability estimation can reduce irreversible navigation failures during online replanning without excessive path-length or computation overhead.

2026–Present

Adaptive Multi-Modal SLAM with Uncertainty-Aware Sensor Fusion

Robust SLAM Research

Investigate adaptive fusion of visual, inertial, and event-based sensing under perceptual degradation such as blur, low light, texture scarcity, and rapid motion.

Technical Toolkit

Robotics & Autonomy

  • Visual-Inertial Odometry
  • SLAM
  • Sensor Fusion
  • Motion Planning
  • ROS 2
  • Navigation

AI & Vision

  • Python
  • PyTorch
  • Computer Vision
  • Trajectory Prediction
  • Uncertainty-Aware Evaluation
  • Data Analysis

Research Engineering

  • NumPy
  • Pandas
  • OpenCV
  • Matplotlib
  • Git
  • Linux
  • Docker
  • Reproducible Experiments