Anthony Hayek

- Framing and Implementation of an End-to-End Digital & Data Solution : 1. Product Discovery & Business Framing – Lead product discovery by framing business needs into clear digital and data product opportunities. – Conduct user interviews and facilitate collaborative workshops to identify pain points and align on business expectations. – Align stakeholders on product vision, scope, and success criteria. – Define and maintain an Agile product roadmap aligned with business priorities. – Contribute to backlog prioritization through a fact-based, data-informed approach. 2. Data Products, Analytics & Performance : – Analyze, stabilize, and maintain existing data assets by detecting anomalies, removing redundancies, and updating reference datasets. – Work with multiple data sources to ensure data reliability, consistency, and business alignment. – Produce, consolidate, and interpret KPIs from various sources – Collaborate closely with data product teams to translate business needs into robust data models and metrics. – Participate in workshops to align data definitions and ensure metric consistency across products and dashboards. – Support performance analysis and decision-making through actionable insights. 3. Delivery, Governance & Team Collaboration : – Write feature-level user stories with clear user value and well-defined acceptance criteria. – Manage and prioritize the product backlog across: Web application development team Data product teams Dashboarding teams – Coordinate workloads and dependencies between digital, data, and BI teams. – Lead Agile rituals (daily stand-ups, sprint planning, reviews, demos, retrospectives). – Ensure delivered solutions meet business needs and quality standards. – Manage testing and delivery validation phases.

RATP Group - Framing and Implementation of an End-to-End Digital & Data Solution (September 2023 - September 2024): – Strategic framing of business needs – Establish an Agile roadmap – Discuss and interview end-users – Build a prioritized backlog – Write feature-related User Stories and deepen the context and value for the user – Define acceptance criteria for different solution levels – Manage the product backlog – Distribute workloads between development teams – Lead agile rituals (daily, sprint planning, demo, sprint retro, sprint review) – Communicate milestones to stakeholders and internal teams – Ensure that the product developed corresponds to the needs expressed – Manage tests carried out as part of delivery validation – Manage change with the end-users

– Drive change management and adoption with end-users. – Document data processes, business rules, and analytical outputs to support knowledge sharing and scalability. Industrial Sector - Data Product Manager at The Digital Factory (March 2023 - August 2023) – Implementation of the first data use cases – Support the digital factory in managing 2 products – Co-construct vision and create roadmap – Gather requirements – Supervise writing of specs – Establish a backlog – Estimate development costs Industrial Sector - Functional analysis of WMS tool (January 2023 - March 2023) – Audit of a WMS tool – Draw up a functional analysis – Prioritize functionalities – Define user path and user experience – Establish a backlog Healthcare Sector - Data & AI Strategy (October 2022 - December 2022) – Establish a Data and AI portfolio and roadmap – Estimate the complexity of use cases – Prioritize and estimate the value of use cases – Frame a use case with the operation team – Establish a backlog – Create a design wireframe – Estimate development costs Industrial sector - Data Product Manager for a predictive maintenance product (October 2022 - December 2022) – Framing a predictive maintenance product – Gather business requirements – Study technical and scientific feasibility – Establish a backlog – Create a design wireframe

1. Detection of energy saving projects : Each energy action has its own prerequisites. Based on the site's configuration and process, a method is set up to check if the prerequisites are met or not. If yes, the action related is recommended. – A virtual assistant is established that interact with the end user to see if the prerequisites are verified or not 2. Demand Side Management: Create a solution for clients that are exposed to spot market in an electricity free market in order to shift their loads, pay cheaper without changing the factory production and regroup the optimizations that can be performed to benefit the financial incentives (demand response and variable energy cost) and support the integration of renewable energy.

1. Detection of data inconsistencies : Data consistency's verification is time consuming and requires knowledge (physics and contextual information). So, a systematic assessment of data consistency is mandatory to build reliable KPIs, alarms, and analysis. – Develop a method to detect the outliers – Use of thermodynamic equations to ensure energy and mass balance – Develop a method to detect abnormal behavior of sensors – Use of the ontology knowledge to link between physical and contextual information 2. Modelling and optimization of utility assets Contributor in several projects: – Management of energy efficiency projects in the industry sector: Preliminary feasibility study: energy mapping of industrial sites

– Develop statistical and predictive methods (GLM, apprenticeship ...) to evaluate energy consumption in industry and tertiary sector from public data available in the SIRENE database (INSEE) and Astree (Diane).

– Executive Engineer in the manufacturing sush as drilling, threading, welding, marking, machining, cutting, bending. – Take part in the assembly of their conveyors projects

Design Engineer – Drawing 2D Autocad – Transforming 2D design into 3D Autocad – Set a drive for a Napkin Machine – Participate in design of a machine

– Worked as a Assistant Mechanical Engineer – Trained on several types of Porsche, Audi, Lamborghini cars. – Trained on OBDII scanners