Product Manager
& AI Product Builder
I turn customer needs and complex problems into simple, useful and measurable products, combining product strategy, UX, data, tech and AI to create experiences that deliver real value.
6+ years across product, marketing, web development, data, AI and UX.
My Impact, Quantified
A few measurable outcomes and capabilities from products, platforms and digital experiences I’ve built, led or improved.
15
700
600
25
What I Do
Projects
Native App | Productivity | 2024-Present
CaptainShot is a native iPhone, iPad and Mac app that turns screenshots into a private, searchable and actionable workspace: automatic collections, semantic search, SmartData extraction, AI summaries, reminders, review workflows and local-first intelligence, with no account required.
Product strategy & lifecycle management: Defined the product vision around a clear user problem: screenshots are easy to capture but hard to reuse. Shaped CaptainShot as a private AI workspace for turning saved images into organized, searchable and actionable information. Led the complete product lifecycle, from positioning, roadmap and value proposition to onboarding, core workflows, launch content, testing and continuous iteration.
End-to-end product building: Designed and built the native iPhone, iPad and Mac experience across the full product lifecycle. Combined product management, UX design, prototyping, Swift development, technical architecture, release management and user feedback loops to move from concept to shipped product as both product lead and hands-on builder.
On-device AI & privacy-first architecture: Built a local-first AI system for screenshot understanding, combining OCR, visual analysis, embeddings, semantic search, SmartData extraction and AI-assisted actions. CaptainShot detects useful information such as dates, phone numbers, email addresses, links, QR codes, business references and locations, while keeping the experience private by design and avoiding unnecessary data transfer.
AI engineering & intelligent retrieval: Designed the intelligence layer around multimodal understanding and retrieval-style workflows. The system combines text extraction, image understanding, vector similarity, semantic matching, linguistic variants and contextual analysis to make screenshots searchable beyond exact keywords. This enables features such as natural-language search, automatic organization, AI summaries, suggested reminders, SmartCollections and structured data extraction from real-world screenshots.
Core user workflows: Created the main productivity flows that turn screenshots into usable resources instead of passive images: automatic collections, dynamic custom selections, multi-criteria search, AI summaries, AI-generated reminders, review flows, flags, favorites, stars, annotations, translation, sharing and collection management. Focused on clarity, speed and control for users managing large screenshot libraries.
Apple ecosystem execution: Delivered a polished native experience across iOS, iPadOS and macOS, including Photos synchronization, a dedicated Mac app, widgets, share sheet integration, background analysis, keyboard selection on Mac, local translations and performance improvements for large libraries. Ensured the product feels consistent with Apple platform expectations while solving a workflow Photos does not address.
User-centric design & iteration: Designed the app around everyday screenshot habits: saving something quickly, finding it later, extracting what matters and turning it into an action. Refined navigation, review flows, empty states, filtering, onboarding and feature discoverability through repeated testing and iteration, balancing powerful AI features with a simple, understandable user experience.
R&D | Ongoing projects | 2023-2025
Building the next generation of AI apps
On-device execution: to ensure optimal performance, efficiency, and security. Prioritizing user privacy and confidentiality while minimizing memory footprint and power consumption.
Leveraging frameworks: like Apple Intelligence, Swift-Transformers, CoreML, and advanced tokenization systems to deploy state-of-the-art Large Language Models (LLMs) and Vision-Language Models (VLMs).
Utilizing tools: such as Hugging Face and MLX for cutting-edge machine learning capabilities directly on-device.
Optimizing data: to derive deeper insights, enhancing personalized experiences, and automating tasks to streamline workflows for greater efficiency.
SaaS | Video Conferencing | 2023
Be Ready: Webinar Onboarding @Livestorm
The video platform that delivers at every stage: meeting, webinars and complex workflows. Build engaging events in minutes and wow your audience.
All Product stages during a final case study in squad: Data analysis, vision, NSM, user interviews, opportunity trees, journey mapping, market benchmarking, brainstorming, prioritization, test protocols, wireframing, backlog and ticket management, sprint planning, and OMTM.
Marketplace | Booking | Real Estate | 2022-2023
Rental Marketplace & Booking Platform @GaumeAgency
Real estate specialist: Supports you in all your investment projects. Sale and purchase of villas, apartments, holiday rentals with swimming pools and private beach access. Advises you on properties’ market value.
Development of an online reservation system and a marketplace for seasonal rental: Which included creating both a back-office dashboard for the agency and a front-end dashboard for clients. This project not only enhanced user satisfaction and operational efficiency but also involved designing a dashboard with automations for internal metrics/KPI tracking. Data synchronization, options, listings, credit card payment and bank transfer with Stripe, data management…


File Sharing | SaaS | 2022
Gaume Transfer: Secure File-sharing Service
Creation of an internal file-sharing service: Meticulously designing both a client-facing front end and an employee-focused back end to facilitate efficient document exchange. This platform supports the exchange of various documents with clients, including projects, 3D models, quotations, and plans, as well as with partners like architects, notaries, and agencies. Developed on our own server to maintain full control over our data, the project aimed to enhance our brand image and increase traffic to our website.
Entrepreneuriat Project | Web & Automation | 2019-2023
Startup Creation @FrenchPavillon
A Next-Gen AI Transformation Agency, fresh, creative, innovative, that empowers businesses through AI integration, automation, and performance optimization.
From streamlining operations with intelligent solutions to developing custom AI-driven applications (iOS, Android, and web), we help brands evolve and scale in the digital era. Our services include AI consulting, workflow automation, data-driven strategies, and tailored software development — all designed to boost efficiency, innovation, and growth.

Saas | E-commerce | 2017
Solusquare e-Commerce Cloud
SaaS omnichannel e-Commerce cloud platform. End-to-end solution, B2C, B2B, International, In-store. Interface quickly with any IT systems (ERP, Markeplaces…).
New website: User experiences, mock-up, layouts, content, graphics, web brand’s graphic charter, SEO.
In-depth study on the impact of integrating Responsive Design into the e-commerce frontends: focusing on key metrics such as sessions, users, transactions, revenue, and conversion rates. This analysis covered prominent brands such as Cache-Cache, Bonobo, Bréal, Morgan, and Scottage, offering valuable insights into how mobile responsiveness significantly enhances online shopping experiences and business outcomes.
Implementation of the HubSpot CRM, project management via Wrike, and integration of Zapier automations
Sales support and event organization: Mobile point of sale solution with tablets, Call Center solution with deployment to Casablanca.
Website | Booking | Branding | 2021-2024
Branding & Website @LaCabaneduVoyageur
User experiences, mock-up, layouts, content, graphics, SEO, CSS, responsive design, menu, online booking.
612 online reservations in 20 months


Business Dashboard & Automation | 2021-2023
Dashboard & Automation @GroupeGaume
I have implemented a comprehensive data integration and analysis system, merging database sources from the past 50 years. This includes data from Construction CRM, Agency Excel files, Sales and Technical Teams, and Web Agency. I conducted thorough data analysis and created a cloud-based dashboard for tracking Key Performance Indicators (KPIs). The system automatically retrieves prospect statistics from the website and various internal team Google Sheets, displaying them in real-time on the dashboard. This seamless integration is achieved through APIs and Zapier, ensuring up-to-date and accurate monitoring of our business performance.

SaaS | 2022-2024
Cloud Storage @JST
Led the launch of a dedicated cloud storage service tailored for a football team, facilitating seamless document sharing between the club, coaches, and players. The solution is hosted on a dedicated server with encrypted files to ensure high security and privacy. This initiative streamlined communication and operational efficiency by providing a centralized, secure platform for all team-related documents and information.
Web Ecosystem | Real Estate | 2018-2023
Listings & Contacts gateway @LouisGaume
General Building Contractor with 100 years of experience, know-how and over 4,000 villas built. Family business welded together by 3 generations of builders.
Listings for luxury villa construction projects and for real estate for sale. Portfolio, blog, contact gateway, Offers and services. KPIs. Automation & Data synchronisation.
Increased traffic by 700% and leads by 600% in four years without increasing budget

© 2026 Damien Clère.


