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Giovanni Marusso

@giovannimarusso

Message

I build forward-deployed AI/ML products that turn ambiguous data problems into working solutions.

Italy

Message

What I'm looking for

I'm looking to build and deploy AI/data products where I can turn ambiguous customer needs into validated technical solutions, work closely with stakeholders, and connect product, data, and engineering through delivery.

I've led 0-to-1 AI decision-support products at Nexus Ecosystems and built Relim, an end-to-end AI/IoT product spanning sensor data, cloud APIs, ML inference, digital-twin state, and operator decision support.

At Flow Factory, I delivered AI-enabled software for international clients, connecting requirements, technical implementation, vendors, and stakeholders. I contributed hands-on with Python, Django, Flask, Node.js, LLM/RAG, vector databases, CI/CD, and documentation.

I work from ambiguous customer needs to validated technical solutions, with experience in data quality, machine learning, semantic retrieval, ranking systems, APIs, and product delivery. My projects include matching, computer-vision, and sensor-to-cloud ML products.

Experience

Work history, roles, and key accomplishments

Product & Venture Development

Nexus Ecosystems Pte Ltd.

May 2026 - Aug 2026 (3 months)

Led a 0-to-1 AI decision-support product, translating research and stakeholder needs into a working data/AI system and operational outputs. Integrated public/Earth Observation data sources and iterated the product through live deployment and pilot-oriented use cases.

AI Data Analysis Product Development Stakeholder Management Earth Observation Data

Founder, Product & R&D

Relim

Apr 2025 - Aug 2026 (1 year 4 months)

Built an end-to-end AI/IoT product from sensor data and wireless relay through cloud APIs, pipelines, ML inference, digital-twin state and operator decision support. Diagnosed technical/product constraints across sensing, data quality, architecture, model use cases and deployment.

AI IoT Sensor Data Data Pipelines Machine Learning Digital Twin Product Development

Technical Project Manager & AI Solutions Specialist

Flow Factory S.r.l.

Jul 2024 - May 2025 (10 months)

Delivered AI-enabled software projects for international clients and acted at the interface of requirements, technical implementation, vendors and stakeholders. Contributed directly to Python (Django/Flask), Node.js, LLM/RAG/vector-database integrations, documentation and CI/CD workflows.