Summary
Overview
Work History
Education
Skills
Hobbies and Interests
Projects
Awards
Languages
Affiliations
Timeline
Generic
GIADA EHRLICH

GIADA EHRLICH

Lausanne

Summary

I am a second year Master Robotics student at EPFL with a strong interest in automation and machine learning for robotic applications.

Overview

5
5
years of professional experience

Work History

Robotics Engineer

01.2023 - Current
  • Vaccination Strategies through Reinforcement Learning
  • GHI solar prediction given 2 cameras and meteo data
  • The policy effectively learned whom to vaccinate to limit infected individuals and prevent the spread of the disease

Robotics Engineer

01.2023 - Current
  • Autonomous Thymio Robot Navigation through obstacles
  • Book Recommender system (graph-based approach)
  • Developed a graph-based model using a DMoN graph neural network to cluster readers into communities with similar tastes, significantly enhancing recommendation accuracy

Robotics Engineer

EPFL
Lausanne
01.2023 - 01.2024
  • Implemented a computer vision system that accurately mapped the operational space and tracked obstacles and robot movements with precision for autonomous motion planning and navigation

Robotics Engineer

01.2020 - 01.2023
  • Design and Development of an Electric Powertrain for a Student-Built Motorcycle
  • Successfully integrated a highly efficient water motor cooling system within challenging space constraints given the size of the battery pack design and drawing of components via CAD as well took care of simple electric components

Robotics Engineer

01.2021 - 01.2022
  • Proposed and implemented a novel structure combining LSTM and transformers, achieving a 40% improvement in prediction performance compared to the simplest LSTM implementation

Education

Master - Robotics

EPFL
Lausanne, Switzerland
10.2024

B.Sc. - Mechanical Engineering

Politecnico di Milano
01.2023

High School -

European school of Varese
Varese, Italy
01.2020

Skills

  • Programming: Python, MATLAB, basic C
  • CAD: SolidEdge, SolidWorks, Inventor, 3Dexperience, Catia V5
  • Data science and Machine learning: Pandas, PyTorch, Sklearn

Hobbies and Interests

  • Martial arts
  • Winter sports

Projects

Vaccination Strategies through Reinforcement Learning, The policy effectively learned whom to vaccinate to limit infected individuals and prevent the spread of the disease. Autonomous Thymio Robot Navigation through obstacles, Implemented a computer vision system that accurately mapped the operational space and tracked obstacles and robot movements with precision for autonomous motion planning and navigation. Book Recommender system (graph-based approach), Developed a graph-based model using a DMoN graph neural network to cluster readers into communities with similar tastes, significantly enhancing recommendation accuracy.

Awards

  • Merit from high school for academic performance, 01/01/17
  • Merit Price from the Region Lombardy for academic performance, 01/01/19
  • Scholarship from EPFL, 01/01/23

Languages

Italian
First Language
English
Proficient (C2)
C2
French
Upper Intermediate (B2)
B2
German
Intermediate (B1)
B1

Affiliations

  • English teacher for the summer for 7 to 9 year old kids in Vietnam

Timeline

Robotics Engineer

01.2023 - Current

Robotics Engineer

01.2023 - Current

Robotics Engineer

EPFL
01.2023 - 01.2024

Robotics Engineer

01.2021 - 01.2022

Robotics Engineer

01.2020 - 01.2023

Master - Robotics

EPFL

B.Sc. - Mechanical Engineering

Politecnico di Milano

High School -

European school of Varese
GIADA EHRLICH