Real estate
Including 7 years in property inventories. Hands-on experience of observations, photography and digital tools used in the field.
Founder · First domain reviewer
Jean-David Jaïs
Practical experience, applied to evaluation.
A property inventory professional based in Saubrigues, in the Landes region of France, Jean-David brings Huxpert his experience in real estate, automotive and motorsport, alongside his knowledge of reggae, ska and dub music.
His aim: examine AI and application responses and workflows using real professional situations.
Background
Complementary experience.
Experience reported by Jean-David. Periods may overlap and should not be added together.
Automotive and motorsport
Reported experience covering technical uses, diagnostics and automotive practice. The precise scope is agreed for each assignment.
A specialist interest
Knowledge of genres, subgenres, artists and playlists. This specialist personal interest complements his professional background.
His background also includes 5 years of reported sales experience and reported involvement in development and after-sales support at L’Expert État des lieux.
Areas of work
What can be evaluated.
Each proposal is scoped according to the product, available evidence and skills required.
Property inventories and digital workflows
- Data entry, photography, inventories and property condition reports.
- 360° and wide-angle photography and virtual tours.
- Professional relevance of content about property sales/rentals, decoration and home staging.
Technical content and software use
- Diagnostic workflows, vehicle history and interpretation of results.
- Content about mechanics, bodywork, parts, tools and technical diagrams.
- Motorsport, driving and eco-driving uses, within the agreed protocol.
Reggae, ska, dub and their subgenres
- Playlist consistency with the requested style.
- Relevance of recommendations and genre classification.
- Accuracy of artist names and consistency of music content.
A clear scope from the outset.
Construction, building work estimates and other musical genres are excluded. This profile does not offer court-appointed expertise, regulatory certification or validation of music rights.
Tools and approach
Turn user feedback into precise findings.
A practical working environment
Reported tools: EDLWay, Nockee, Startloc and Topdon; a 360° camera, wide-angle photography and a driving simulator. Property inventory software, a classic/track vehicle and an audio/video setup can inform the test scope.
Equipment, versions and access are confirmed before each assignment.
Digital tool experience
Reported use of ChatGPT, Claude, Hugging Face, Lovable, Office and accounting tools.
Huxpert pilot reports already bring together documents and user feedback. View the Topdon example.
This document-based example is neither a new software test nor a validation of all the reviewer’s skills.
Organisation and transparency
An assignment prepared with you.
Availability and travel
Remote or on site, depending on the assignment. Availability, timeline, expenses and fee are agreed before commitment.
Possible travel by agreement: south-west and south-east France, French Polynesia, Portugal and Madeira, Spain and the Netherlands. Applicable conditions are checked for each trip.
Languages: French and intermediate English. The report language is agreed during scoping.
Disclosed professional relationships
Jean-David is affiliated with the franchise L’Expert État des lieux and reports involvement in its development and after-sales support.
These relationships are disclosed to the client. For assignments involving this network, its tools or competitors, conflicts are reviewed before commitment; another reviewer is involved or the assignment declined if necessary.
This is the founder’s profile. Detailed skills remain subject to review for each assignment.
Background based on the individual’s own declarations. The network’s professional profile in Bayonne, consulted on 16 September 2026, confirms a matching name and property inventory activity; it does not validate the reported durations. No Huxpert certification is claimed.
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