ISO/IEC 42001:2023 - Artificial Intelligence Management System (AIMS)
Alison November 2026
Verify credential00Introduction
Automotive Validation &
Engineering Delivery Lead
Akkodis · Executive MBA · Bucharest
Just watch. The team is building the CV.

01Professional profile
My current focus connects engineering delivery, automotive validation and digital products. In independent projects I use AI-assisted development and develop AI evaluation skills through assessed courses.
I coordinate end-to-end validation of connected services and the work of an engineering team. My technical experience includes IVI, IVC, vehicle testing, anomaly investigation and reporting of delivery risks.
My earlier work spans operations and content production, including running my own services business. Alongside my professional role, I develop independent digital projects, defining requirements and acceptance criteria and using AI-assisted implementation.
01Professional profile
02Professional experience
Akkodis · 04/2025 – Present · Titu, Romania
I coordinate connected-services validation across up to 8 concurrent vehicle programs, covering IVI, IVC and vehicle-to-offboard interactions.
I coordinate the work of 8 engineers, including workload, priorities, dependencies and urgent validation needs.
I report test coverage, anomalies, risks, blockers and milestone readiness through daily, weekly and milestone reporting.
I coordinate access and operational readiness across more than 40 offboard platforms.
I work with validation, integration, engineering and program teams to assign ownership and agree recovery actions.
Roles are ordered by end date. My own services business ran alongside other engagements.
02Professional experience
Akkodis · 08/2023 – 04/2025 · Bucharest, Romania
I executed approximately 400 acceptance, functional and performance tests per three-week cycle, on physical vehicles and test benches.
I investigated anomalies using CANalyzer, Wireshark and diagnostic tools, and documented Jira defects with logs, video and reproducible steps.
I built the validation plan and a Wireshark procedure for investigating Ethernet communication between the instrument cluster and IVI.
02Professional experience
Punkcity Productions · 06/2023 – 08/2023
Supported fast-paced film production operations, camera workflows, quality handoffs, and real-time issue resolution under fixed deadlines.
02Professional experience
RLVPHOTOART · 02/2012 – 07/2023 · Bucharest, Romania
Built and operated an 11+ year services business serving individual and corporate clients through direct engagements and advertising agencies.
Owned acquisition, requirements, pricing, contracting, scheduling, delivery, invoicing, financial administration, and partner coordination.
02Professional experience
TIRIAC AUTO SRL · 11/2020 – 03/2023
Managed the end-to-end imaging workflow for 50-80 new and pre-owned vehicles per week, from photography strategy, lighting, positioning, and brand standards through final digital delivery.
02Professional experience
FasTracKids Bucuresti · 08/2019 – 11/2020
Managed operations across 2 locations, 12 psychologist trainers, and up to 100 children; implemented and administered CRM workflows spanning prospecting, marketing, enrollment, subscription expiry, invoicing, and payment collection.
02Professional experience
Comedy Central · 03/2017 – 08/2018 · Bucharest, Romania
Covered one weekly television production end to end, documenting behind-the-scenes operations and producing promotional assets with a maximum 24-hour turnaround.
Coordinated with production and communications teams to align access, visual priorities, and delivery deadlines.
02Professional experience
Kalapod · 08/2014 – 09/2016 · Romania
Led daily e-commerce production for approximately 60–100 footwear and accessory products and coordinated two photographers across a high-volume schedule.
Defined visual and quality standards and managed the workflow through post-production and direct publishing in CS-Cart and OpenCart.
02Professional experience
KUPIVIP.RU · 04/2012 – 08/2014 · Bucharest, Romania
Produced complete high-fashion studio campaigns covering 30–50 coordinated items, collaborating with designers, stylists, makeup professionals, and models.
Directed lighting and visual consistency, edited platform-ready assets, and created promotional banners under campaign deadlines.
03Projects & applications
Embedded / IoT · 2026
ESP32-S3 touchscreen device with an LVGL interface, widgets, local web configuration and OTA updates.
Requirements, UX and acceptance criteria; AI-assisted development and testing on the device.
Independent and operational projects. For digital products, my work covers requirements, UX and verification of AI-assisted implementation.
03Projects & applications
Automotive / Analysis · 2026
Python application for comparing reference data with vehicle logs, investigating signals and exporting Excel reports.
Analysis workflow and traceability rules; regression checks and macOS / Windows builds.

03Projects & applications
Digital / Workflow · 2026
Personal platform for projects, tasks, notes and reusable instructions, built with React, TypeScript and Cloudflare Worker / D1.
Product structure, workflows and acceptance criteria; AI-assisted implementation. The public repository uses an isolated demo workspace.

03Projects & applications
Mobile / Local-first · 2026
Mobile MVP with on-device OCR, SQLite and local notifications for document deadlines, available in English and Romanian.
Product definition, UX and testing; AI-assisted development. App store publication is in preparation.
03Projects & applications
Android / AAOS · 2026
Python console for Android / AAOS diagnostics: 92 presets in 16 categories, USB / TCP connections, logs, screenshots and reports.
Requirements and validation workflows; AI-assisted implementation and Windows build verification.
03Projects & applications
Automotive reporting · 2026
Desktop application for campaign, fleet and risk visibility, with encrypted snapshots for review.
Used personally and evaluated by a small tester group; it is not an official corporate tool.
03Projects & applications
CRM / Operations · Operations project
Integration of a workflow for approximately 250 monthly users, covering prospect capture and qualification, contracting, invoicing and handover.
Configuration and administration of workflow stages, responsibilities and data.
03Projects & applications
Public source repositories.
04Education & certifications
Quantic School of Business and Technology
April 2026 Grade: 91.7%
Strategy, finance, leadership, operations and organizational change.
Capstone: Optimizing Automotive Validation Workflows — a proposal for governance, integrated reporting and validation workflow automation.
04Education & certifications
Universitatea Hyperion
2009–2012 Grade: 9.6
University degree in mathematics and computer science.
04Education & certifications
Alison November 2026
Verify credentialOpenAI Academy November 2026
Verify credentialOpenAI Academy November 2026
Verify credential04Education & certifications
OpenAI Academy November 2026
Verify credentialAnthropic May 2026
Anthropic March 2026
04Education & certifications
Akkodis October 2024
Pluralsight July 2025
Microsoft & LinkedIn December 2024
04Education & certifications
Atlassian November 2024
LambdaTest October 2023
LinkedIn December 2024
04Education & certifications
Atlassian October 2023
05Skills & expertise
Coordination, planning and stakeholder alignment in engineering and operational work.
An interdisciplinary skill set spanning engineering delivery, automotive systems and independent digital products. The context of each domain connects these skills to professional experience, independent projects or formal learning.
05Skills & expertise
Vehicle and bench validation, connected-service interactions and anomaly investigation.
05Skills & expertise
Test campaigns, traceability and evidence review; automation in independent validation tools.
05Skills & expertise
Product definition, UX and AI-assisted implementation in independent digital projects; Jira and Confluence in professional validation work.
05Skills & expertise
AI-assisted product development; course learning in AI scoping, evaluations, governance, adoption and AI management systems.
05Skills & expertise
An independently operated services business, CRM workflows and Executive MBA business studies.
05Skills & expertise
06Contact & documents
PDF · English
My phone number is available in the downloaded CV.
Connected-services validation spans concurrent vehicle programs, engineering teams and offboard systems.
I coordinate engineering priorities, dependencies, test coverage, anomaly follow-up and milestone reporting; earlier, I executed vehicle and bench tests and investigated defects.
Up to 8 concurrent vehicle programs, 8 engineers coordinated and access readiness across 40+ offboard platforms. Earlier work included approximately 400 tests per three-week cycle and a Wireshark investigation procedure.
04/2025 – Present · Titu, Romania
08/2023 – 04/2025 · Bucharest, Romania
Roles are ordered by end date. My own services business ran alongside other engagements.
06/2023 – 08/2023
Roles are ordered by end date. My own services business ran alongside other engagements.
02/2012 – 07/2023 · Bucharest, Romania
Roles are ordered by end date. My own services business ran alongside other engagements.
11/2020 – 03/2023
Roles are ordered by end date. My own services business ran alongside other engagements.
08/2019 – 11/2020
Roles are ordered by end date. My own services business ran alongside other engagements.
03/2017 – 08/2018 · Bucharest, Romania
Roles are ordered by end date. My own services business ran alongside other engagements.
08/2014 – 09/2016 · Romania
Roles are ordered by end date. My own services business ran alongside other engagements.
04/2012 – 08/2014 · Bucharest, Romania
Roles are ordered by end date. My own services business ran alongside other engagements.
Quantic School of Business and Technology · April 2026
Grade: 91.7%
Strategy, finance, leadership, operations and organizational change.
Capstone: Optimizing Automotive Validation Workflows — a proposal for governance, integrated reporting and validation workflow automation.
Universitatea Hyperion · 2009–2012
Grade: 9.6
University degree in mathematics and computer science.
Embedded / IoT · 2026
ESP32-S3 touchscreen device with an LVGL interface, widgets, local web configuration and OTA updates.
Requirements, UX and acceptance criteria; AI-assisted development and testing on the device.
Working device · ongoing development
Read the full case study ↗GitHubAutomotive / Analysis · 2026
Compare reference data with vehicle logs and turn signal investigations into traceable reports.
I defined the analysis workflow and traceability rules, checked regressions and verified macOS / Windows builds.
A Python desktop application for reference-versus-log comparison, signal investigation and Excel report export. The project includes an actual screenshot using a synthetic dataset.
Python application for comparing reference data with vehicle logs, investigating signals and exporting Excel reports.
Analysis workflow and traceability rules; regression checks and macOS / Windows builds.
Desktop application · regression checks
Read the full case study ↗GitHub
Digital / Workflow · 2026
Organize personal projects, tasks, notes and reusable instructions in one workflow.
I defined the product structure, workflows and acceptance criteria, with AI-assisted implementation.
A personal React / TypeScript platform using Cloudflare Worker / D1. Public source and a screenshot are available from an isolated demo workspace.
Personal platform for projects, tasks, notes and reusable instructions, built with React, TypeScript and Cloudflare Worker / D1.
Product structure, workflows and acceptance criteria; AI-assisted implementation. The public repository uses an isolated demo workspace.
Personal platform · public source
GitHub
Mobile / Local-first · 2026
Mobile MVP with on-device OCR, SQLite and local notifications for document deadlines, available in English and Romanian.
Product definition, UX and testing; AI-assisted development. App store publication is in preparation.
Working MVP · store release in preparation
Project websiteAndroid / AAOS · 2026
Python console for Android / AAOS diagnostics: 92 presets in 16 categories, USB / TCP connections, logs, screenshots and reports.
Requirements and validation workflows; AI-assisted implementation and Windows build verification.
Independent tool
Read the full case study ↗GitHubAutomotive reporting · 2026
Desktop application for campaign, fleet and risk visibility, with encrypted snapshots for review.
Used personally and evaluated by a small tester group; it is not an official corporate tool.
Personal project · private repository
CRM / Operations · Operations project
Integration of a workflow for approximately 250 monthly users, covering prospect capture and qualification, contracting, invoicing and handover.
Configuration and administration of workflow stages, responsibilities and data.
Commercial workflow integration
Course covering artificial intelligence management systems under ISO/IEC 42001:2023, AI governance, responsible use, risk management and continual improvement.
Completed the course and passed the associated assessment with a score of at least 80%.
Completed the course and passed the associated assessment with a score of at least 80%.
Completed the AI Leadership course and passed its assessment with a score of at least 80%.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Learning record from the CV.
Coordination, planning and stakeholder alignment in engineering and operational work.
Vehicle and bench validation, connected-service interactions and anomaly investigation.
Test campaigns, traceability and evidence review; automation in independent validation tools.
Product definition, UX and AI-assisted implementation in independent digital projects; Jira and Confluence in professional validation work.
AI-assisted product development; course learning in AI scoping, evaluations, governance, adoption and AI management systems.
An independently operated services business, CRM workflows and Executive MBA business studies.
Directions grounded in the CV’s technical coordination, product definition and AI-assisted independent projects.
Requirements, UX and acceptance criteria for independent products with AI-assisted implementation.
Priorities, dependencies, risks and milestone reporting in connected-services validation coordination.
Turning an analysis workflow into an application, with traceability rules, regression checks and build verification.
01Introduction
Automotive Validation &
Engineering Delivery Lead
Akkodis · Executive MBA · Bucharest

02Work experience
Roles are ordered by end date. My own services business ran alongside other engagements.
03Work experience
04Education
05Personal projects
Independent products and an operations project
06Accreditations & courses
Select a course or certificate for details
07Skills & expertise
6 domains · experience and assessed course learning
08Contact
Engineering coordination, hands-on validation and independent digital products.
PDF · English · My phone number is in the downloaded CV.