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Bardia Shahbaz

Senior Function & Concept Engineer · Product Owner

Berlin · Hamburg · Münchenbardiashahbaz.comLinkedIn
Bardia Shahbaz

Senior engineer with 15 years of experience in function development and systems architecture for highly automated driving. Expert in safety-critical systems (Vehicle Motion Management / ESC) with deep expertise in ISO 26262, ASPICE, and MBSE (Matlab/Simulink). Experienced in virtual validation (vECUs), SiL/HiL methods, and agile requirements management in a large OEM environment.

Experience

03.2025 – present

Ingolstadt / Hybrid

Senior Function & Concept Engineer

CARIAD SE

  • Project lead and successful series launch of safety-critical modules (hold & standstill management, FailSafeStop) within a global platform software.
  • Concept and design of the logical and technical system architecture for highly automated driving functions.
  • End-to-end process ownership (requirements-to-release) to safeguard functional requirements and safety standards.
  • Primary point of contact for change and stakeholder management to align technical requirements.
  • Systematic root-cause analysis and lasting problem resolution to safeguard software quality and system stability.

07.2022 – 02.2025

Ingolstadt / Hybrid

Senior Function & Concept Engineer

CARIAD SE

  • Strategic introduction of continuous, development-integrated SiL testing to accelerate release cycles through early defect detection.
  • Continued series support for deceleration management until the successor system was in the field, including analysis and resolution of customer complaints.
  • End-to-end validation of complex driving functions using vECUs and vehicle tests to reduce hardware dependencies.
  • Technical integration of ~70 sub-modules into the overall VMM software, ensuring runtime on the platform.
  • Technical alignment of requirements between module developers and the overarching architecture.
  • Responsible for build management, configuration, and deployment of software releases.

01.2017 – 06.2022

Ingolstadt

Function Owner, Motion Management, with continuing series support for Deceleration Management

AUDI AG

  • Development of the logical and technical function architecture for Vehicle Motion Management (VMM) in automated driving.
  • Series support for deceleration management continued in parallel as the system scope grew to motion management.
  • Design and build-out of a simulation-based development environment in Matlab/Simulink for VMM.
  • Development of automated evaluation and validation tools for measurement data from testing, plus prototype implementation and validation of driving functions in vehicle testing.

10.2014 – 12.2016

Ingolstadt

Calibration Owner, later Function Owner, Deceleration Management

AUDI AG

  • Calibration, commissioning, and validation of deceleration management in vehicle testing across multiple vehicle platforms.
  • Grew out of calibration ownership into the function design itself, through to function ownership and series release of the module.
  • Directed requirements, change, and defect processes in close coordination with system suppliers and specialist departments.
  • Ensuring homologation readiness and release quality in strict compliance with ISO 26262 and market-specific quality standards.

08.2011 – 09.2014

Ingolstadt

Function Integration / Calibration, Deceleration Management

EFS GmbH / Wotech GmbH (for AUDI AG)

  • Commissioning, calibration, validation, and series release of the deceleration-management module within the electronic stability control (ESC).
  • Defect and change management to ensure stable function development.

09.2009 – 05.2011

Oberpfaffenhofen

Student Assistant

DLR – Institute of Robotics and Mechatronics

  • Diploma thesis: development of a haptic feedback device for the human foot.
  • Internship: concept study for a haptic feedback device on the foot.

08.2007 – 08.2009

Dresden

Student Assistant

Fraunhofer IZFP-D

  • Behavioral simulation of piezo materials for non-destructive testing methods.

Applied AI

2023 – present

Remote / Germany

Independent AI Architect & Engineer

Independent

Document pipeline

  • Stage 1: LLM classification of incoming mail (10–15 letters a week) by addressee and subject, with deterministic routing into filing, tasks, or the financial stage.
  • Stage 2: extraction of ~15 financial documents a day into typed schemas behind a multi-provider fallback (Mistral OCR, Landing AI, Pydantic).
  • Provider selection across four generations (Nanonets, GPT-4o, Landing AI, Mistral OCR), assessed at line-item level and made comparable by an adapter onto a single internal contract.
  • Unattended operation via a schema- and prompt-versioned extraction cache, content-fingerprint dedup, and quarantine for validation failures.

Content pipeline

  • Copywriter and critic as separate roles, bound to hard brand and identity anchors against invented products and health claims.
  • The most recent critic findings are fed back from a deduplicated store into the next prompt.
  • Image generation onto a deterministically rendered layout: the model may only fill placeholder anchors with icons, without altering text or layout.
  • Daily posting since July 2026 with weekly batched approval, and no publishing credentials held by the generator.

Operations system

  • Scheduling, inventory, and supplier ordering (React Native, Expo, Supabase), in daily use since 2025.
  • Price comparison across six B2B suppliers with fuzzy-matched product normalization over three differently shaped sources.

Education & Certifications

09.2005 – 05.2011

Dresden

Mechatronics (Dipl.-Ing.)

Technische Universität Dresden

  • Focus areas: robotics, hydraulics / pneumatics.

2026

Udacity

AI / ML Nanodegrees

Udacity

  • AI Programming with Python; ML DevOps Engineer.

2017

Coursera

Deep Learning Specialization

DeepLearning.AI

Skills

AI & Machine Learning

Deep LearningNeural NetworksMLOps / ML DevOpsLLM application engineering (RAG, agents)Prompt engineering & evalsAgentic development workflows (Claude Code)Agent orchestration with approval gatesPyTorchMLflowWeights & BiasesDVCFastAPINumPy / pandasMatplotlibJupyterpytestModel monitoring

Safety-Critical Systems & Architecture

ISO 26262 (functional safety)ASPICEMBSE (Matlab/Simulink)System & function architectureVehicle Motion ManagementVirtual validation (vECUs, SiL/HiL)Requirements engineering

Programming

PythonC / C++HTML / CSS

Tools & Platforms

Matlab/SimulinkCarMakerIBM DOORSCANoe / CANapeSilver (Synopsys)dSpace TargetLinkCodeBeamerSupabaseDockern8nGitHub Actions / CI-CDJira

Languages

German
C2
English
C1
Spanish
A1
Persian
Native