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Industrial AI & Digital Systems Architect operating across the full delivery arc, from pre-sales discovery and solution design, through requirements engineering and full-stack build, to validation and stakeholder delivery. Five years spanning SAP supply chain, mission-critical defense systems under DO-178C, and industrial IoT platforms. I move fluently between business conversations and code, between C-level positioning and hands-on implementation. Founder of a predictive maintenance software for SME. I work with teams that need someone who can own a problem end-to-end, not just a phase of it.…Industrial AI & Digital Systems Architect operating across the full delivery arc, from pre-sales discovery and solution design, through requirements engineering and full-stack build, to validation and stakeholder delivery. Five years spanning SAP supply chain, mission-critical defense systems under DO-178C, and industrial IoT platforms. I move fluently between business conversations and code, between C-level positioning and hands-on implementation. Founder of a predictive maintenance software for SME. I work with teams that need someone who can own a problem end-to-end, not just a phase of it.

Nadia Villa

Full Stack Developer, Data Scientist, AI Engineer, +3

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Industrial AI & Digital Systems Architect operating across the full delivery arc, from pre-sales discovery and solution design, through requirements engineering and full-stack build, to validation and stakeholder delivery. Five years spanning SAP supply chain, mission-critical defense systems under DO-178C, and industrial IoT platforms. I move fluently between business conversations and code, between C-level positioning and hands-on implementation. Founder of a predictive maintenance software for SME. I work with teams that need someone who can own a problem end-to-end, not just a phase of it.…Industrial AI & Digital Systems Architect operating across the full delivery arc, from pre-sales discovery and solution design, through requirements engineering and full-stack build, to validation and stakeholder delivery. Five years spanning SAP supply chain, mission-critical defense systems under DO-178C, and industrial IoT platforms. I move fluently between business conversations and code, between C-level positioning and hands-on implementation. Founder of a predictive maintenance software for SME. I work with teams that need someone who can own a problem end-to-end, not just a phase of it.

Available to hire

Industrial AI & Digital Systems Architect operating across the full delivery arc, from pre-sales discovery and solution design, through requirements engineering and full-stack build, to validation and stakeholder delivery. Five years spanning SAP supply chain, mission-critical defense systems under DO-178C, and industrial IoT platforms. I move fluently between business conversations and code, between C-level positioning and hands-on implementation. Founder of a predictive maintenance software for SME. I work with teams that need someone who can own a problem end-to-end, not just a phase of it.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

Italian

Fluent

English

Fluent

Work Experience

Founder & Principal Researcher at Atherya

January 1, 2024 - Present

Atherya, Industrial Decision Intelligence for Manufacturing SMEs. Applied research programme delivering vendor-neutral, hardware-light predictive maintenance architectures; real production data pilots using deep-learning models (LSTM, CNN-BiLSTM, autoencoders) for maintenance and anomaly detection; end-to-end ownership of the applied research cycle from problem framing to evaluation and Value Proof discussions with partners. Go-to-market research on industrial AI platforms and pilot design methodologies for the Italian manufacturing landscape.

Functional Analyst & Digital Systems Consultant at AYES (Client: Gewiss SpA)

November 1, 2023 - Present

Lead business–technology interface between Gewiss SpA stakeholders and internal teams; performed requirements engineering at scale (decomposition into functional/non-functional requirements, acceptance criteria, edge-case analysis) with end-to-end traceability aligned to ISO/IEC/IEEE 29148; contributed to system design (data models, roles/permissions, reporting logic, KPI definitions, data retention and historical aggregation); authored and refined product documentation for hardware-integrated Arc Fault Detection Device (AFDD) variants; designed a reusable requirements schema and an internal requirements agent to scale consistent analyst practice; identified and positioned a tertiary-sector market opportunity for senior management validation.

Functional Analyst, Digital Systems & IoT at AYES

November 1, 2023 - Present

Lead interface between business stakeholders, product owners, R&D, firmware teams and software engineering on the Sphere digital platform, an industrial IoT and energy‑intelligence ecosystem. Translated complex industrial needs into functional/non‑functional requirements, ensured traceability across product, engineering and QA, and defined data models, reporting logic and KPI definitions. Designed and deployed edge-case analyses, supported PoC to production transitions, and authored internal requirements tooling to scale analyst practices across teams.

Software Engineer, Mission-Critical Systems at Elettronica Group (ELT)

April 1, 2023 - March 1, 2025

Engineering under DO-178C and ISO/IEC compliance with strict requirement-to-code traceability and certification-grade documentation. Hardware/software integration; development of full-stack interfaces (React/TypeScript) and data-flow integration bridging web applications with low-level system processes. Identity & Access Management via Keycloak in multi-tenant, secure environments. International stakeholder engagement with UAE-based clients and other counterparts.

Software Engineer, Mission‑Critical Systems at Elettronica Group (ELT)

April 1, 2023 - March 1, 2025

Delivered software components for mission‑critical systems under DO‑178C and ISO/IEC standards, with rigorous requirement‑to‑code traceability and validation. Implemented hardware/software interfaces, high‑reliability data pipelines, and IAM using Keycloak; collaborated with international stakeholders including UAE clients to ensure compliance with stringent operational standards.

Solution Engineer, SAP Supply Chain & Industrial AI at Conlog SAS

March 1, 2020 - April 1, 2023

End-to-end AI-enabled solutions embedded within live SAP ERP environments. Owned solution design and integration patterns between analytical and transactional systems. Built a Python time-series forecasting engine integrated with SAP ERP to improve demand planning, production scheduling and inventory optimization; full data pipeline from extraction to consumption by planners. SAP MM (Materials Management) and PP (Production Planning); ABAP OO for custom enterprise logic; exposure to S/4HANA and SAP Fiori. Defined interfaces, data contracts and synchronization patterns between Python AI components and SAP transactions. Requirements gathering with stakeholders and iterative validation with operations teams.

Solution Engineer & Software Engineer, SAP Supply Chain & Production at Conlog SAS

March 1, 2020 - April 1, 2023

End‑to‑end AI‑driven supply chain and production solutions for Italian clients: data extraction and preprocessing, model training/evaluation, SAP ERP integration, and delivery of SAP‑oriented decision support. Built a time‑series forecasting engine, integrated analytical outputs with SAP workflows, and ensured solutions are ready for enterprise deployment.