Freelancer profile translated to English.
Back to original languageAbout Rida
With over 15 years of experience in full product lifecycle management, I am driven by the conviction that technological innovation can positively transform our society. PSPO certified, I have developed sharp expertise in AI/ML, with a particular focus on generative AI, ranging from strategic framing to technical implementation.
My career has led me to manage innovative projects in various sectors: e-commerce, finance, automotive, healthcare, publishing, energy, and tech4good. This diversity has allowed me to acquire a global vision and an ability to adapt to the specific challenges of each industry.
Key Skills:
Product Management:
Framing and needs identification
Precise mapping of actors and stakeholders
Definition of an inspiring product vision
Strategic roadmap construction
Agile iterations based on test & learn
Proactive stakeholder management
Transparent communication with sponsors
Product Ownership:
Organization of kick-offs
Effective product backlog management
Clear writing of User Stories and test scenarios
Orchestration of sprints and agile ceremonies
Collaborative grooming sessions
Customer value-oriented prioritization
Rigorous budget management
Implementation of SCRUM methodology
AI/ML and Generative AI:
Strategic framing
Identification of high value-added use cases
Design of AI-based products and services from scratch
Seamless integration of generative AI into existing products and services
Training and optimization of ML and LLM models for specific needs
Mastery of frameworks such as MLflow, PyTorch, LangChain, LangGraph, LlamaIndex
Development of chatbots, virtual assistants, automations
Constant technological watch
Technical Stack:
Python, LangChain, LangGraph, LlamaIndex, MLflow, OpenAI, llama, Azure, AWS, GCP, Dataiku, JavaScript, Webflow, HTML, CSS, Figma, Octoparse, Bubble, Make
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Spanish
Basic
Remote only
Primarily works remotely
Experience
- exponentiel.aiSenior AI Product ManagerCONSULTING AND AUDITSNovember 2022 - Today (3 years and 7 months)Paris, France1 - Product Management:
- Definition of product vision and roadmap
- Creation of User Stories
- Design of test scenarios to ensure product quality and reliability.
- Backlog management and prioritization (Jira, Azure DevOps)
- UX Research and Design (Figma)
- Development of rapid functional prototypes in no-code.
- Agile coaching of technical teams including Data Scientists, ML/AI engineers, and full-stack developers.
- Facilitation of Design Thinking and Design Sprint workshops with a focus on AI.
- Creation of training on generative AI applied to business
3- AI Projects and Experiments:- Virtual Assistant for E-commerce: Design and development of an assistant capable of guiding users through their online purchase journey, from discovery to loyalty for the self-storage sector.
- Automated Inventory Module (Self-storage): Development of a module to perform entry and exit inventory checks for storage unit tenants.
- Claims Declaration Assistant (Insurance): Creation of an assistant capable of collecting necessary information about a claim over the phone 24/7 and redirecting it to the correct department in the insurance sector.
- IT Support Assistant (SMEs): Development of an assistant capable of understanding incidents reported by users, assisting them with resolution, or creating tickets for SME IT departments.
- Virtual Data Analyst (SMEs): Design of an assistant capable of analyzing and answering questions requiring access to multiple vector stores and a computing instance.
- Intelligent Chatbot Tester: Development of a tool capable of dynamically taking on a persona, achieving a given objective, and evaluating chatbot responses.
- and 10 other projects
- DigilityxSenior Product Manager / PSPO - Product OwnerSOFTWARE PUBLISHINGMay 2022 - Today (4 years and 1 month)Paris, FranceManagement of the entire product lifecycle: Discovery, Design, Delivery1/ Product Strategy- Establish a vision and strategy and iterate them every 3 months during PI planning.- Control technical debt- Create the roadmap using story mapping and PI planning.2/ Product Design (with designers)- Consider business and technical constraints during workshops- Gather quantitative and qualitative user feedback- Support UX/UI phases and test mockups with users- Define the MVP and core features3/ Product Organization- Create the team and set up an agile organization- Define, prioritize, and write user stories- Support the team daily and test features4/ Product Data and Performance- Participate in the design and analysis of metrics around the AARRR funnel- Measure retention of new and existing users
- Sup de Pub - Groupe INSEECMentor | Coach - Innovation & Disruptive TechnologiesCONSULTING AND AUDITSSeptember 2021 - Today (4 years and 9 months)Paris, FranceI coach 6 groups of students throughout the year to plan, design, develop, test, and deploy innovative products and services.I also assist them in the areas of Web 3.0, blockchain, artificial intelligence, virtual and augmented reality, robotics, and 3D printing.I provide expertise in Strategy/Business Model, Go to Market, and Growth Hacking.
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Education
- Master in Information Systems ManagementLIU2010
- International MBA, International Strategy and New Ventures Managementemlyon business school2019International MBA, International Strategy and New Ventures Management
Certifications
- PSPOScrum2021
- PMPPMI2015