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Valeo
Measurement Class Library (CLD)
Object-oriented MATLAB platform unifying all measurement data formats.
MATLAB OOP · MDF/MF4 · Parquet · Software Architecture
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Object-oriented MATLAB platform that brings MDF/MF4, Parquet, PNRF and MAT measurement data into one standardized post-processing and analytics ecosystem.
Key Features
- ✓ Interface-driven architecture with universal data ingestion
- ✓ Central Measurement classes for signals, time series and multidimensional maps
- ✓ Automated setpoint detection, transition evaluation and map generation
- ✓ Signal harmonization and time-offset synchronization across sources
MATLAB OOP
MDF/MF4
Parquet
Software Architecture
Valeo
xD_MapCreator & SIC Toolchain
MATLAB toolchain from test setup to multidimensional maps and reports.
MATLAB · App Designer · CANape · XML
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MATLAB ecosystem that connects test-parameter generation, CANape automation, large-scale data ingestion, multidimensional mapping and XML reporting.
Key Features
- ✓ GUI for data inspection and multidimensional speed-torque maps
- ✓ High-volume parsing of CANape MF4 datasets
- ✓ Mapping algorithms with edge handling and valid-time-range filtering
- ✓ Utilities to merge, cut, trim and compare measurements
MATLAB
App Designer
CANape
XML
Valeo
AMD2Matlab – HPC Measurement Processing
Moves measurement-data analysis to the HPC cluster: hours down to minutes.
MATLAB · HPC · JGen · ASAM MDF
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Moves MF4 measurement analysis from local workstations to the HPC cluster by integrating MATLAB workflows, cluster job orchestration and NAS storage.
Key Features
- ✓ Automated ASAM MDF to MAT v7.3 conversion
- ✓ Job orchestration with JGen and compiled MATLAB
- ✓ Optimized data staging between NAS and compute nodes
- ✓ Acceptance testing with SHA256 checksum validation
MATLAB
HPC
JGen
ASAM MDF
Valeo
CRETA Export Engine Modernization
Legacy monolith rebuilt as an event-driven REST platform in C#/.NET.
C# / .NET · REST API · Kiota · VBA · NUnit
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Led the move from a legacy monolithic workflow to an event-driven REST orchestration layer in C#/.NET, integrated with an object-oriented VBA reporting engine.
Key Features
- ✓ Factory-based modules for OEM-specific logic (VW, Daimler, AMG)
- ✓ C# client generated with Kiota from OpenAPI, replacing a legacy DLL
- ✓ Asynchronous extraction of large HEX, DCM and PAR files
- ✓ NUnit tests with retry and exponential backoff in CI/CD
C# / .NET
REST API
Kiota
VBA
NUnit
Valeo
CaRuMa – Calibration Rule Management
.NET platform that checks calibration data against engineering rules.
C# / .NET · MS SQL · NUnit · TDD
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End-to-end .NET platform that validates calibration label values against engineering rules, combining data parsing, a rule engine, a central database and a desktop UI.
Key Features
- ✓ Parsers for CRETA CSV exports and Excel templates
- ✓ Validation engine for limits and rule consistency
- ✓ Central MS SQL rule database with predictive search
- ✓ Color-coded Excel status reports
C# / .NET
MS SQL
NUnit
TDD
Valeo
AI-Powered Maturity Dashboard
Machine-learning forecasts of remaining engineering effort.
Python · Scikit-Learn · Streamlit · Pandas
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Predictive analytics platform that turns raw CRETA CSV exports into forecasts of remaining engineering effort.
Key Features
- ✓ Streamlit interface backed by an offline ML pipeline
- ✓ Effort forecasting with gradient-boosted regression
- ✓ SOLID design with dependency injection
- ✓ Vectorized NumPy/Pandas ETL pipelines
Python
Scikit-Learn
Streamlit
Pandas
Valeo
System Architecture Comparison Tool
Generative-AI tool that flags architecture inconsistencies early.
Python · Gemini API · Polarion · Gradio
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Generative-AI tool in the AI4ALL pipeline that flags system-architecture inconsistencies early and generates test cases automatically.
Key Features
- ✓ Polarion REST API integration
- ✓ Gemini API on Vertex AI for element comparison
- ✓ Automated test-case generation
- ✓ Gradio web interface
Python
Gemini API
Polarion
Gradio
Continental
Multi-Brand Aftermarket Diagnostic Toolchain
Shared OEM diagnostic data platform for many products, led as Module Lead.
C# · ODX/PDX · OTX · HIL/SIL
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As Module Lead, built a shared diagnostic platform that processes and maintains OEM data centrally for Windows tools, handheld devices, tablets and remote diagnostics.
Key Features
- ✓ Authoring tool for ODX/PDX, OTX and OEM-specific formats
- ✓ Data plugins for Honda, GM North America, Mercedes and BMW
- ✓ Generated diagnostic functions and ECU/vehicle sequences
- ✓ HIL and SIL verification of diagnostic content
C#
ODX/PDX
OTX
HIL/SIL
Hyundai Mobis
ECS C-M-D Tool & Generic Bootloader
Calibration, diagnostics and flashing tools for air-suspension ECUs.
C# · CAN · UDS · UML
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Calibrate-Monitor-Diagnose tool for an electronically controlled air-suspension system, plus a bootloader flashing tool for multiple file formats and ECU memory regions.
Key Features
- ✓ CAN-based OSI-layered architecture with a UDS protocol stack
- ✓ Calibration, monitoring, diagnosis and ECU flashing in one GUI
- ✓ DTC visualization with guided resolution routines
- ✓ Hex/Mot/SRE flashing to bootloader, RAM and EEPROM
C#
CAN
UDS
UML
Independent
LLM Fine-Tuning for Measurement Quality
Fine-tuned Llama-3-8B to estimate measurement values and assess measurement quality.
Python · PyTorch · PEFT / LoRA · Llama-3
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Independent research project applying large language models to engineering measurement data: a LoRA fine-tuned Llama-3-8B that estimates measurement values and assesses measurement quality.
Key Features
- ✓ LoRA fine-tuning of Llama-3-8B with PyTorch and PEFT
- ✓ Custom instruction dataset built from measurement data
- ✓ Measurement value estimation and quality assessment
- ✓ Extending to RLHF/DPO alignment for better output quality
Python
PyTorch
PEFT / LoRA
Llama-3
Independent
AI Career Data & Application Pipeline
Claude skill, Streamlit app and Neo4j knowledge graph that turn career data into tailored applications.
Claude Code · Python · Streamlit · Gemini API · Neo4j
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Personal AI workflow that turns structured career data into tailored, ATS-friendly resumes and cover letters, with a knowledge graph of projects, skills and certifications as the single source of truth.
Key Features
- ✓ Claude skill that drafts tailored LaTeX resumes and cover letters from real project history
- ✓ Streamlit app with Gemini API fallback for one-click generation
- ✓ Neo4j/Cypher knowledge graph of employers, projects, skills and certifications
- ✓ Career data maintained as structured Obsidian notes
Claude Code
Python
Streamlit
Gemini API
Neo4j
Valeo
Measurement Data Platform
Web platform for analyzing and visualizing large engineering datasets in 3D.
Python · Streamlit · Plotly · HDF5
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Lead architect and full-stack developer of a web platform that brings engineering tools and large measurement datasets into the browser. Owned the full lifecycle, from requirements and UI/UX to production rollout.
Key Features
- ✓ Python/Streamlit/Plotly app for high-frequency data matrices
- ✓ HDF5 and MATLAB v7.3 parsing with h5py and scipy.io
- ✓ Remote execution of proprietary MATLAB scripts
- ✓ 3D surface maps, contours and crosshairs with Plotly WebGL
- ✓ Session state and downsampling for memory efficiency
Python
Streamlit
Plotly
HDF5
Valeo
Inverter ProdData Calibration Tool
Business-critical End-of-Line calibration tool for inverter production.
C# · .NET · CRC · EOL
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Business-critical tool that manages cross-project firmware calibration data at End-of-Line, directly supporting manufacturing throughput.
Key Features
- ✓ Configuration-driven onboarding of new projects and limits, no code changes
- ✓ C# DLL for CRC patching of firmware hex files before flashing
- ✓ Headless batch mode callable from test benches
- ✓ Live production support and flashing-cycle optimization
C#
.NET
CRC
EOL
Valeo
Test Bench Release Pipeline
Automated release workflow for test bench control software.
Python · Git · CANoe API · GCP
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Built single-handedly: a Python release pipeline for test bench control software that unifies version control, CANoe configuration and cloud publishing across project branches.
Key Features
- ✓ Git checkout by tag and sequential branch merges
- ✓ CANoe API for restbus version updates and remote control
- ✓ Standard and password-protected release packages
- ✓ Publishing and release notes via Google Drive and Docs APIs
Python
Git
CANoe API
GCP
Valeo
System Integration & Application Toolchain
Unified toolchain for testing and EOL parameterization of high-voltage EV systems.
MATLAB · CANoe/CAPL · NI TestStand · Jenkins
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Consolidated standalone tools into one automated toolchain for system integration, application testing and End-of-Line parameterization of high-voltage EV systems.
Key Features
- ✓ Legacy Simulink and App Designer tools merged into one platform
- ✓ Controls CANoe/CAPL, NI TestStand, MORPHEE, power analyzers and dynamometers
- ✓ Automated builds, unit tests and rollout with Git and Jenkins
- ✓ Data processing scaled to HPC and Google Cloud
MATLAB
CANoe/CAPL
NI TestStand
Jenkins
Valeo
CRETA HPT Add-on
CRETA add-on that automates Hex Post Treatment configuration and EOL binary extraction.
CRETA API · A2L · Desktop UI
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CRETA-integrated desktop application that automates Hex Post Treatment (HPT) configuration and End-of-Line binary extraction, removing manual bottlenecks.
Key Features
- ✓ Project manager module with dedicated GUI
- ✓ Batch attribute management across A2L files
- ✓ Automated EOL binary extraction from rolling build paths
- ✓ Real-time CRETA API synchronization with server-friendly filtering
CRETA API
A2L
Desktop UI
Valeo
Maturity Score Reporting
Reusable reporting engine for maturity scores across VW, Daimler and AMG programs.
VBA · JSON · Factory Pattern
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VBA reporting engine that extracts project metadata and generates structured maturity score reports for automotive programs.
Key Features
- ✓ Reads CSV outputs and builds charts, tables and status sheets
- ✓ Master tracker for VW, Daimler and AMG projects
- ✓ Per-project JSON data replacing static templates
- ✓ Factory pattern: a new project needs only one class file
VBA
JSON
Factory Pattern
Valeo
Report Generation Tool
GUI report builder with reusable layouts and PDF, HTML and PowerPoint export.
MATLAB · App Designer · XML
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GUI-driven report builder that replaced a manual, script-based documentation workflow.
Key Features
- ✓ Layouts, plots and metadata configured without scripting
- ✓ Reusable XML report templates
- ✓ Export to PDF, HTML and PowerPoint from one definition
- ✓ Available as desktop app and embeddable MATLAB component
MATLAB
App Designer
XML
Valeo
CArray Creator
GUI toolchain for building e-motor test bench sequences.
MATLAB · GUI · Test Automation
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Modular GUI toolchain for creating executable test bench sequences for e-motor automation.
Key Features
- ✓ Modular GUI for complex sequence logic
- ✓ Translation between motor-level and system-level domains
- ✓ Reusable cycle blocks with automated stitching
- ✓ Deterministic ramps with torque and ramp-rate protection
MATLAB
GUI
Test Automation
Valeo
Calibration Data Delivery Pipeline
Automated delivery of software integration and calibration datasets.
C# · VBA · Python · AVL CRETA
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Automated pipeline for software integration and calibration-dataset delivery, standardizing how A2L files and parameter versions are handled.
Key Features
- ✓ Automated integration and dataset delivery
- ✓ Standardized A2L and parameter-version handling
- ✓ Workflows around AVL CRETA and Visual Studio
- ✓ Validation and defect resolution with integration teams
C#
VBA
Python
AVL CRETA
Continental
VDO Autodiagnos Check
Touch-optimized C++/Qt service tool for fast vehicle diagnostics in workshops.
C++ · Qt · Touch UI · Vehicle Diagnostics
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Continental workshop service tool for rapid vehicle diagnostics, built in C++ and Qt with a streamlined, touch-optimized user interface.
Key Features
- ✓ Touch-optimized C++/Qt user interface for workshop technicians
- ✓ Automated “Plug & Identify” vehicle identification across manufacturers
- ✓ “Plug & Select” workflow for fast vehicle and system selection
- ✓ Fewer manual configuration errors in daily workshop use
C++
Qt
Touch UI
Vehicle Diagnostics
Continental
Manufacturer Data Import Plugin
Converts OEM diagnostic data for the Continental multi-brand platform.
C# · WPF/MVVM · Entity Framework · SQL
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Plugin that maps proprietary OEM diagnostic services, error codes and parameters into the Continental Multi-Brand Diagnostic Platform format.
Key Features
- ✓ WPF/MVVM plugin with Entity Framework, SQL and JSON
- ✓ CAN, KWP2000 and UDS protocol handling
- ✓ Validated with PCAN-USB hardware
- ✓ Verified against OEM diagnostic tools
C#
WPF/MVVM
Entity Framework
SQL
Think Embedded
iCAN Analyser
CAN bus monitoring and analysis tool for live logging and bench simulation.
C/C++ · CAN · DBC · UML
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CAN bus monitoring and analysis tool connecting to the vehicle through an OBD-linked ECU and to a PC over USB.
Key Features
- ✓ CAN traffic management module
- ✓ UML architecture in Enterprise Architect
- ✓ Signal-level visualization, statistics and trace storage
- ✓ Reusable DBC databases across ECU use cases
C/C++
CAN
DBC
UML
Think Embedded
TPMS & Brake ECU Calibration Toolchain
Calibration and comparison tools for TPMS and brake ECU variants.
Diagnostics · MISRA · Calibration
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Toolchain to monitor, analyze and calibrate TPMS and brake ECU variants, with graphing and cross-variant comparison.
Key Features
- ✓ MISRA-compliant script generation
- ✓ Parameter flashing via diagnostic protocol
- ✓ Automated test reports
- ✓ Variant and signal database for analysis
Diagnostics
MISRA
Calibration
Think Embedded
Think Embedded Work Bench
Cross-compiler IDE for AVR and ARM microcontrollers.
C/C++ · GCC · GNU Make · AVR/ARM
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Cross-compiler IDE for AVR and ARM microcontrollers on the GCC toolchain, producing hex files flashable over USB.
Key Features
- ✓ Build, debug and hex generation with GNU Make
- ✓ C/C++ lexer and syntax support
- ✓ Editor, project management and flashing modules
- ✓ Unit, functional and integration testing
C/C++
GCC
GNU Make
AVR/ARM
