freiberufler Autonomous Driving Data Forensics Technical Lead auf freelance.de

Autonomous Driving Data Forensics Technical Lead

zuletzt online vor wenigen Tagen
  • 80€/Stunde
  • 08012 Barcelona
  • Weltweit
  • fr  |  en  |  de
  • 18.11.2024

Kurzvorstellung

With my 10 years of international experience in autonomous driving System, SW and Data engineering, I've been recently unlocking insights from AD Data as a Forensics Freelancer.

Qualifikationen

  • Big Data2 J.
  • Data Science4 J.
  • Datenmodelierung2 J.
  • Git5 J.
  • Microsoft Azure2 J.
  • Mongodb2 J.
  • Pandas
  • Python6 J.
  • Scrum4 J.
  • System Analyse4 J.

Projekt‐ & Berufserfahrung

Technical Lead
Bosch, Barcelona
4/2022 – 3/2024 (2 Jahre)
IT & Entwicklung
Tätigkeitszeitraum

4/2022 – 3/2024

Tätigkeitsbeschreibung

Remote freelance collaboration in an L4 Automated driving project using the SCRUM process.

Called back by PO from the previous Mercedes/Bosch project to create from scratch and lead the L4 Automated Driving Data Forensics (Analyst and Engineer) team, which had the following tasks:
- Extracted insights from MongoDB to find the root cause of autonomous driving test events, ensuring fast and accurate identification and documentation of issues.
- Assigned identified issues to corresponding SW developer teams, streamlining the resolution process.

In addition, I performed the following tasks:
- Assisted in the internal hiring process of 3 new Data Forensics team members.
- Mentored and trained new team members, enhancing their proficiency and accelerating the analysis process.
- Defined architecture of new data extraction Python tools and pipelines for migration in Microsoft Azure DevOps for improved functionality and faster execution.
- Developed new tools utilizing Python to automate data feature extraction from a MongoDB database, modeling and abstracting data, resulting in a threefold increase in the speed of root cause analysis.

Eingesetzte Qualifikationen

Big Data, Data Science, Datenmodelierung, Git, Microsoft Azure, Mongodb, Python, Scrum, System Analyse

Data Analyst (Festanstellung)
Mercedes, Stuttgart
7/2019 – 8/2021 (2 Jahre, 2 Monate)
IT & Entwicklung
Tätigkeitszeitraum

7/2019 – 8/2021

Tätigkeitsbeschreibung

Autonomous taxi fleet project, collaboration Mercedes / Bosch, using SCRUM process.
- Extracted insights from huge data sets to conduct root cause analysis of autonomous driving test events, ensuring accurate identification and documentation of issues.
- Assigned identified issues to corresponding developer teams, streamlining the resolution process.
- Developed tools utilizing Python to automate data feature extraction, resulting in a threefold increase in the speed of root cause analysis.

Eingesetzte Qualifikationen

Data Science, Git, Python, Scrum, System Analyse

System Integration and Test Engineer (Festanstellung)
Mercedes, Stuttgart
11/2018 – 8/2021 (2 Jahre, 10 Monate)
Automobilindustrie
Tätigkeitszeitraum

11/2018 – 8/2021

Tätigkeitsbeschreibung

Autonomous taxi fleet project, collaboration Mercedes / Bosch, using SCRUM process.
- Managed biweekly Software releases and conducted integration tests, enabling fast feedback to developers.
- Performed daily test drives on open roads and test tracks to evaluate the performance of the systems.
- Automated integration tests using Jenkins and Python, improving efficiency and accuracy (50% faster deployment).
- Configured and maintained the IT system for a taxi fleet using Ansible.

Eingesetzte Qualifikationen

Ansible, Git, Jenkins, Python, Systems Engineering

Software Engineer (Festanstellung)
Valeo, Paris
5/2018 – 10/2018 (6 Monate)
IT & Entwicklung
Tätigkeitszeitraum

5/2018 – 10/2018

Tätigkeitsbeschreibung

Software engineer on the Drive4U Urban Automated Driving project.
- Designed and developed a motion planner module using RTMaps and C++, encompassing the integration of a road lane graph and advanced sampling methodologies.
- Conceptualised and implemented a low-level acceleration longitudinal controller within the test car.

Eingesetzte Qualifikationen

C++, Git

System Integration and Test Engineer (Festanstellung)
Valeo, Paris
4/2016 – 10/2018 (2 Jahre, 7 Monate)
Automobilindustrie
Tätigkeitszeitraum

4/2016 – 10/2018

Tätigkeitsbeschreibung

System engineer on the Drive4U Urban Automated Driving project.
- Orchestrated the integration of all software and hardware modules, containing 30 Hardware units ranging from sensors to actuators, within the test car.
- Conducted gathering, testing, and validation of 20 Software modules.
- Planned and executed comprehensive validation and test drives to ensure optimum performance.
- Proactively managed relationships with over 10 suppliers of sensors and actuators for the test car, ensuring timely delivery and optimal functionality.
- Prepared and delivered 20+ live impactful demos for clients, journalists, and at the CES event, boosting the brand's reputation.

Eingesetzte Qualifikationen

Systems Engineering

Software Engineer (Festanstellung)
Bosch, Stuttgart
4/2014 – 4/2016 (2 Jahre, 1 Monat)
IT & Entwicklung
Tätigkeitszeitraum

4/2014 – 4/2016

Tätigkeitsbeschreibung

Developed algorithms and software following Bosch requirements for a highly automated driving car (ROS, Linux) :
- Created a C++ software module for perception and environment modeling, with the ability to compute and visualize the free space around the car through point cloud processing and Kalman Filter techniques.
- Implemented a C++ sensor data fusion system to effectively fuse and track objects around the car.
- Developed visualization tools using Python and Qt to optimize the algorithms' performance.

Developed algorithms to determine the current situation of the autopilot and compute key performance indicators (KPIs).

Created an HD maps converter in C++ for the autopilot's planner, utilizing open-source formats such as OSM and ODR.

Managed a team of three individuals, including task estimation and follow-up for project management.

Eingesetzte Qualifikationen

C++, Python

Lecturer (Festanstellung)
Université de Sherbrooke, Sherbrooke
9/2010 – 10/2013 (3 Jahre, 2 Monate)
Hochschulen und Forschungseinrichtungen
Tätigkeitszeitraum

9/2010 – 10/2013

Tätigkeitsbeschreibung

In charge of multiple engineering lessons modules for 10-20 students:
- Oversaw all aspects of University lessons, ensuring the effective learning and comprehension of students.
- Prepared and managed engaging lectures, group discussions, and practical sessions.
- Developed comprehensive solutions to problems to anticipate and address student questions.
- Provided guidance and advice to students to enhance their understanding of lessons.
- Prepared, administered, and graded examinations to assess student progress.
- Selected and delegated tasks to teaching assistants to facilitate efficient lesson delivery.

Lessons given :
- Object-oriented programming (C++ and UML on Windows and Linux)
- Analogue and numeric control laws (applied to aerospace)
- Real-time embedded system (ARM3 processor with uC/OS-III)

Eingesetzte Qualifikationen

Bildung (allg.)

Zertifikate

SQL for Data Science
Coursera
2024
Data Analyst
Udacity
2021
Machine Learning
Coursera
2021
Deep Learning
Udacity
2020

Ausbildung

Research Master
Automatic Control and Aerospace Engineering
Université de Sherbrooke
2013
Sherbrooke, Kanada
Ingenieur
Electronic, Robotic and Informatic
Polytech Montpellier
2011
Montpellier, Frankreich

Über mich

Hello!

I'm a seasoned autonomous driving system, software, and data engineer with a decade of international experience. My journey began with crafting algorithms for Bosch's highly automated driving car, where I developed a knack for Python and Linux. I then transitioned into a system engineer role, orchestrating the integration of all modules within the test car.

My passion for data led me to become a Data Forensics Engineer, where I conducted root cause analysis of autonomous driving test events and developed Python tools to automate data feature extraction.

Currently, as a freelancer in Barcelona, I remotely support Bosch's L4 automated driving software stack. I've been instrumental in creating and leading the Data Forensics team, mentoring new members, and defining the architecture of new data extraction tools.

With my robust skills in Python, Linux, GitHub, Azure and Data, I'm ready to bring impactful solutions to your tech projects. Let's drive the future together!

Persönliche Daten

Sprache
  • Französisch (Muttersprache)
  • Englisch (Fließend)
  • Deutsch (Fließend)
  • Spanisch (Gut)
Reisebereitschaft
Weltweit
Arbeitserlaubnis
  • Europäische Union
Home-Office
unbedingt
Profilaufrufe
127
Alter
36
Berufserfahrung
10 Jahre und 8 Monate (seit 04/2014)

Kontaktdaten

Nur registrierte PREMIUM-Mitglieder von freelance.de können Kontaktdaten einsehen.

Jetzt Mitglied werden