CV

Master Communication Systems

EPFL, Switzerland

• Modern Digital Communication
• Statistical Signal Processing
• Machine Learning
• Embedded System Design

Bachelor in Communication Systems

EPFL, Switzerland

• Stochastic Models for Communication
• Principles of Digital Communication
• Signal Processing
• System Oriented Programming
• Quantum Physics
• Quantum Computation
• Numerical Methods and Machine Learning

Vice-President for Xplore Research

EPFL Xplore, Switzerland

• Overseeing the research activities of the pole Xplore Research

Software System Engineer

EPFL Xplore, Switzerland

• Responsible for the entire software system of the Rover
• Implementation of Robust and modular solutions
• Management of 20 students in the software team

Control Station Team Member

EPFL Xplore, Switzerland

• Control Station Developement
• RouterOS Configuration for Mikrotik Modules

This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization

In NeurIPS’24: Thirty-Eighth Annual Conference on Neural Information Processing Systems 2024

Evaluation of NPU Acceleration for Offloading 5G Software Wordloads

FFT Implementation on a XDNA/AIE-ML Neural Processing Unit using MLIR-AIE. Evaluation of the performance compared to a CPU-based implementation from srsRAN, a open-source 5G stack.

• MLIR-AIE
• NPU
• 5G

Speeding-Up the Quantification of Data Staleness in Dynamic Bayesian Optimization (DBO)

Implementation of a critetion for a well-suited optimizer for a dynamic black-box function. This criterion aims to decrease the time needed to evaluate stale data points in a dataset to optimize continuously a function that is changing over time.

• Dynamic Bayesian Optimization
• C++
• Gaussian Processes

Flipper - A Snake Robot

A Snake Robot designed and built at the Swiss Federal Institute of Technology (EPFL) as the result of the Making Intelligent Things course.

• Interdisciplinary
• Robotic
• C/C++ Programming