Hi, my name is

Adrian Melendez.

ML Engineer

Welcome to my home page! By education I am a theoretical physicist, but I ended up riding the Artificial Intelligence wave and falling in love with Machine Learning.

Resume

About Me

First, during my education I did two Bachelor’s degrees, one in Physics and one in Electronic Engineering. After these, I did a Master’s Degree on Theoreitcal Physics and Astrophysics. specializing in the search of planet formation through data analysis.

However, I decided not to pursue a PhD and start a company job instead. Currently, I am working as an AI researcher at GMV, a defence and aerospace company. My role is to analyse the state of the art and develop algorithms for sensor data fusion, specially camera and radar. The main tasks are object detection and multi-object tracking.

Here are a few technologies I've been working with recently:

Docker
Kubernetes
PyTorch
SciKit-Learn
Pandas/Polars
Jenkins/Gitlab CI
Stonesoup
Ultralytics

Experience

GMV
CIC nanoGUNE

AI Engineer - GMV

Jul 2023 - present

Research and development on state of the art algorithms for data fusion:
- Most of the algorithms considered are used in an autonomous driving context.
- Examples of algorithms:
  - Classical Data Fusion: Kalman Filter, Particle Filter, etc.
  - AI Aided Kalman FIlters: KalmanNet, DANSE, APBM, etc.
  - AI Data Fusion: Camera+Radar, Camera+Lidar"

Member of Nanomagnetism Group - CIC nanoGUNE

Jun 2021 - Aug 2021

Summer internship at CIC nanoGUNE as a member of the Nanomagnetism Group. Research on ferromagnetic phase transitions in exchange graded layers. Knowledge of nanomagnetism basic concepts and data analysis with Python.

Education

Sep 2022 - Jul 2023

Master of Theoretical Physics | Astrophysics

Universidad Autónoma de Madrid (UAM)

GPA: 8.91 out of 10

Specialized in planet formation and data analysis.

Academic Record

Sep 2017 - Jul 2022

Bachelor of Science in Physics

Universidad del País Vasco (EHU)

GPA: 8.93 out of 10

Honors in several subjects during the degree:

Physics | Chemistry I | Experimental Techniques I (Laboratory) | Algebra and Geometry
Experimental Techniques III | Nuclear and Particle Physics | Solid State Physics I
Electrodynamics | Instrumentation I | Sensors and Actuators | Signals and Systems

Academic Record

Sep 2017 - Jul 2022

Bachelor of Science in Electronic Engineering

Universidad del País Vasco (EHU)

GPA: 8.96 out of 10

Honors in several subjects during the degree:

Programming Fundamentals | Electronics | Instrumentation I | Linear and Non-Linear Circuits
Electronic and Optoelectronic Devices | Signals and Systems | Sensors and Actuators

Academic Record