Research, Consult, Innovate, Measure.
Vision Statement
Software engineers should constantly seek to expand their knowledge and skills to stay at the forefront of innovation. By embracing curiosity, creativity, and empathy in their work, they can build technology that truly serves humanity.
About
BIO
Gabriele De Vito bridges the worlds of industry leadership and academic research as a Ph.D. candidate in Computer Science at the University of Salerno. With over 25 years of technology experience, his career has evolved from software development to executive leadership roles, where he managed enterprise architecture teams of 120+ professionals. As former CTO at Innovaway, he administered multi-million euro contracts and raised over 20M euros in funding while driving R&D initiatives. His earlier executive tenure at CID Software Studio saw him transform the organization by strategically implementing agile methodologies, growing revenue from 500K to 15M euros. Since 2021, Gabriele has dedicated himself to education as a Computer Science Teacher with Italy's Ministry of Education while providing specialized consultancy in digital transformation and R&D management. Numerous certifications, including COSMIC, Function Point Specialist, PRINCE2, and Professional Scrum Master, complement his industry expertise. In the academic community, he contributes as a reviewer for IEEE Transactions on Software Engineering and has served on program committees for international conferences, including co-chairing Mensura 2022/2023. His research focuses on the convergence of software engineering, machine learning, and large language models. Gabriele's leadership philosophy centers on collaborative achievement and effective communication. He excels at navigating ambiguity, building stakeholder consensus, and translating strategic vision into practical implementation—skills that make him equally effective in corporate boardrooms and university research environments.
Hobbies
First and foremost, I'm a passionate craft beer enthusiast who appreciates the art and science behind brewing traditions. This interest pairs naturally with my self-taught musical journey as a keyboardist and virtual instrument composer. One of my proudest accomplishments was having an original composition featured in the MINOTTI compilation. When not exploring musical expression or sampling new brews, I immerse myself in computer science literature, constantly expanding my technical knowledge beyond professional requirements and viewing it as both a career and a genuine interest that fuels my curiosity.
Achievements
Awards
- 2019 - COSMIC Research Award
Winner of the best research paper on COSMIC, rewarded on October 8, 2019, during the IWSM Mensura conference in Haarlem. - 2013 - Best Graduate Thesis Award in Software Sizing
Recipient of the best thesis award by GUFPI-ISMA Italian Software Metrics Association.
Career
2021 – now
Ministry of Education, University and Research
Naples - Italy
Position: Computer Science Teacher
Develop tailored computer science curriculum that adapts to diverse student needs while maintaining rigorous academic standards. Create supportive learning environments, implement comprehensive assessment systems, and empower students through personalized resources and high expectations.
2021 – now
Consulting
Position: Senior Information Technology Consultant
Provide expert consulting in digital transformation, agile methodologies, and R&D program management. Partner with organizations to develop innovative technical solutions and enhance their research capabilities through strategic guidance and implementation support.
2018 –2022
Innovaway s.p.a.
Naples - Italy
Position: Chief Technology Officer
Served on Scientific Committee evaluating emerging technologies for strategic implementation. Managed 17 contracts (€3.5M) and 5 R&D projects (€5.5M) while securing €20M in seed funding. Provided executive technology guidance while ensuring all information systems work remained within budget constraints.
2016 –2018
Innovaway s.p.a.
Naples - Italy
Position: IT Manager
Led a team of 120 technical professionals while managing the full employee lifecycle. Oversaw implementation of enterprise systems including SAP Business One and migration to Xcally Cloud Contact Center. Administered 11 contracts (€1.3M) and completed 6 R&D projects (€5.4M), while securing €8M in seed funding. Reduced operational costs through strategic IT initiatives and process optimization.
2014 –2015
ETA s.r.l.
Naples - Italy
Position: Chief Information Officer
Led technical and scientific initiatives for industrial research and experimental development while securing over 1M euros in seed funding. Pioneered an innovative software project management dashboard using COSMIC methodology to automatically calculate functional size from UML models.
1997 –2014
CID Software Studio s.p.a.
Naples - Italy
Position: Chief Information Officer
Evolved from Software Engineer to CIO during 17-year tenure, driving corporate-level IT vision and governance. Led 60+ cross-functional professionals, managed public sector relationships, and secured multi-million euro contracts. Grew company revenue from 500K to 15M euros through strategic R&D initiatives and agile methodology implementation. Participated in national and international research projects while overseeing complete project lifecycles from concept to delivery.
1992 – 1994
AAPS Informatica S.r.l.
Avellino - Italy
Funding Partner
Co-founded technology startup focusing on warehouse and accounting management systems. Led development using Ca-Clipper, Ca-Reports, database technologies, and C++.
Education
- 2016 - Licence of Computer Engineer
University of Naples "Federico II" - Italy - 2013 - Computer Science Master Degree
University of Salerno - Italy
Skills
- Project Management
- Functional Size Measurement
- UML
- Scrum & Agile
- Artificial Intelligence
Certifications
- PRINCE2 Foundation Certificate in Project Management
- COBIT 5 Foundation
- Professional Scrum Master I
- IFPUG 4.3 Certified Function Point Specialist
- ITIL Foundation v.3
- COSCMIC Foundation level v.3.0.1
- MB2-876 Microsoft Dynamics CRM 2011 Extending
- MB2-868 Microsoft Dynamics CRM 2011 Applications
- MB2-866 Microsoft Dynamics CRM 2011 Customization and Conf.
- MB2-867 Microsoft Dynamics CRM 2011 Installation and Deployment
- OCUP-100 OMG Certified UML Professional Fundamental
- Oracle Certified Associate, Java SE 7 Programmer
- Oracle x86 Systems Pre-Sales Specialist
- Oracle x86 Systems Sales
- Sun Blade Servers Pre-Sales Specialist
- Sun Blade Servers Sales Specialist
- 640 Windows Server 2008 Active Directory, Configuring
- MCP – Microsoft Certified Professional
- Oracle8 Database Operator Certified Professional
- Oracle8i Database Operator Certified Professional
- Oracle Application Developer Certified Professional, Release 1
Research
I’m open for collaborations! Don't hesitate to contact me for research partnerships in software engineering metrics, AI applications in software development, or large language model integration projects.
Topics
My topics of interest are: Machine Learning; Deep Learning; Large Language Models; Software Engineering; Functional Size Measurement
Publications:
Approximate COSMIC size: the quick/early method (2014)
The COSMIC method counts data movements from/to storage and users, requiring data analysis typically unavailable during early project phases. We developed a Quick/Early measurement process applicable to use case models that reduces measurement time while maintaining accuracy. Our approach uses a specialized template that makes functional components easily identifiable without relying on scale factors. Case study testing demonstrated good accuracy.
Authors: G. De Vito, F. Ferrucci
Topics:
COSMIC
FSM
Use Cases
Design and automation of a COSMIC measurement procedure based on UML models (2020)
This paper presents a measurement procedure and tool (J-UML COSMIC) that automatically derives COSMIC functional size from UML software artifacts...
Authors: G. De Vito, F. Ferrucci, C. Gravino
Topics:
COSMIC
FSM
UML
Meet C4SE: Your New Collaborator for Software Engineering Tasks (2023)
The software industry has rapidly increased in complexity and scale, leading to challenges in managing information and tasks among developer teams...
Authors: G. De Vito, S. Lambiase, F. Palomba, F. Ferrucci
Topics:
LLMs
Agents
Software Engineering
ECHO: An Approach to Enhance Use Case Quality Exploiting Large Language Models (2023)
UML use cases are commonly used... In this paper, we propose ECHO, a novel approach for supporting software engineers in enhancing the quality of UML use cases using LLMs.
Authors: G. De Vito, F. Palomba, C. Gravino, S. Di Martino, F. Ferrucci
Topics:
LLMs
Use Cases
Quality
Large Language Models in Software Engineering: A Focus on Issue Report Classification and User Acceptance Test Generation (2024)
This research explores the application of LLMs in streamlining software development through two key automations: issue report classification and test scenario generation...
Authors: G. De Vito, L. L. L. Starace, S. Di Martino, F. Ferrucci, F. Palomba
Topics:
LLMs
Test Cases
Issue Classification
Assessing healthcare software built using IoT and LLM technologies (2024)
This Ph.D. project is designed to tap into IoT’s data collection and LLMs’ NLP skills to improve clinical decision-making through DSS...
Authors: G. De Vito
Topics:
LLMs
Drug Administration
CDSS
AGORA: An Approach for Generating Acceptance Test Cases from Use Cases (2024)
This paper introduces AGORA, an innovative approach that leverages LLMs to automate the definition of acceptance test cases from use cases...
Authors: G. De Vito, G. Vassallo, F. Palomba, F. Ferrucci
Topics:
LLMs
Test Cases
Use Cases
LLM-based Generation of Solidity Smart Contracts from System Requirements in Natural Language: The AstraKode Case (2025)
This paper presents three methods—Naive, Augmented, and Enhanced Generation—that use large language models to create Solidity smart contracts from natural language...
Authors: G. De Vito, D. D'Amici, F. Izzo, F. Ferrucci, D. Di Nucci
Topics:
LLMs
Smart Contracts
No Code
LLM-Based Automation of COSMIC Functional Size Measurement from Use Cases (2025)
COSMIC Functional Size Measurement is a manual task that requires qualified professionals. We propose CosMet, an automatic approach leveraging LLMs to measure software size...
Authors: G. De Vito, S. Di Martino, F. Ferrucci, C. Gravino, F. Palomba
Topics:
LLMs
COSMIC
Deep Learning
The role of Large Language Models in addressing IoT challenges: A systematic literature review (2025)
This Systematic Literature Review assesses the role of LLMs in addressing IoT challenges, exploring strategies, hardware, and software configurations used...
Authors: G. De Vito, F. Palomba, F. Ferrucci
Topics:
LLMs
SLR
IoT
HELIOT: LLM-Based CDSS for Adverse Drug Reaction Management (2025)
Medication errors significantly threaten patient safety, leading to adverse drug events and substantial economic burdens on healthcare systems. Clinical Decision Support Systems (CDSSs) aimed...
Authors: G. De Vito, F. Ferrucci, A. Angelakis
Topics:
LLMs
Drug Administration
CDSS
Services
Whether you need guidance on enterprise architecture, R&D portfolio management, or organizational change initiatives, I tailor my approach to your specific business context.
- I guide organizations through comprehensive digital transformation initiatives, helping identify technological opportunities, develop implementation roadmaps, and manage change effectively. My approach balances innovation with practical business needs to ensure sustainable digital evolution.
- Leveraging my extensive experience leading multi-million euro research projects, I provide end-to-end R&D program management services. This includes opportunity identification, proposal development, project execution, and results commercialization, with particular expertise in securing public and private funding.
- I help organizations transition to agile methodologies through customized implementation strategies and team coaching. My services include Scrum framework adoption, team structure optimization, and continuous improvement processes that enhance productivity and product quality.
- Drawing on my CIO/CTO experience, I offer strategic guidance on enterprise-level technology architecture. This includes system integration planning, technology stack evaluation, and IT governance framework development to align technological capabilities with business objectives.
- As a certified Function Point and COSMIC specialist, I provide accurate software measurement services essential for project estimation, benchmarking, and process improvement. My methodology ensures transparency in software development costs and timelines.
- I help businesses identify practical applications for artificial intelligence and machine learning within their operations. My services include use case development, technology selection, implementation planning, and integration with existing systems.
- I offer mentoring for emerging technology leaders navigating the transition from technical roles to executive positions. This includes guidance on strategic thinking, stakeholder management, team leadership, and balancing innovation with operational demands.
Contacts
Let’s stay connected
Feel free to contact me to Exchange Ideas and Innovate Together in AI
email: gabriele.devito@gmail.com
In today's rapidly evolving technological landscape, successful digital transformation requires more than just implementing new tools—it demands a strategic vision aligned with your business objectives and organizational culture.
My Approach
I offer a comprehensive digital transformation consultancy that guides your organization through every phase of the journey:
Assessment & Strategy Development
- Conduct thorough analysis of your current digital maturity and capabilities
- Identify high-impact opportunities for technological advancement
- Develop customized transformation roadmaps tailored to your business goals
- Align digital initiatives with your organizational strategy and market positioning
Implementation Planning & Execution
- Design detailed implementation frameworks with clear milestones and deliverables
- Establish governance structures to oversee transformation initiatives
- Implement agile methodologies to ensure adaptability throughout the process
- Integrate emerging technologies (AI, IoT, cloud solutions) where they provide tangible value
Change Management & Adoption
- Create comprehensive change management strategies to maximize stakeholder buy-in
- Develop training programs to build internal digital capabilities
- Establish new operational processes to support digital workflows
- Foster a culture of innovation and continuous improvement
Performance Measurement & Optimization
- Implement metrics and KPIs to track transformation progress
- Analyze outcomes against business objectives
- Refine strategies based on real-world performance data
- Ensure sustainable long-term digital evolution
Why Choose My Services
With over 25 years of experience spanning software development, executive technology leadership, and academic research, I bring a unique perspective that balances cutting-edge innovation with practical business realities. My background in successfully transforming organizations across various sectors allows me to anticipate challenges and identify opportunities that others might miss.
I focus on creating sustainable digital evolution—not just quick technological fixes. By partnering with your team, I help build internal capabilities that continue delivering value long after our engagement concludes.
Successful research and development initiatives require specialized expertise to navigate complex funding landscapes, manage technical execution, and translate innovations into market-ready solutions.
My Comprehensive R&D Management Services
I offer end-to-end R&D program management based on extensive experience leading multi-million euro research projects across diverse technological domains:
Opportunity Identification & Strategic Planning
- Identify relevant funding opportunities from national, European, and private sources
- Develop R&D strategies aligned with your organizational objectives
- Create innovation roadmaps that balance ambitious research with commercial potential
- Establish strategic partnerships with academic and industry collaborators
Proposal Development & Funding Acquisition
- Craft compelling, technically sound research proposals tailored to specific funding requirements
- Develop comprehensive project plans with well-defined work packages and deliverables
- Create realistic budgets and resource allocation strategies
- Structure convincing commercialization and impact narratives that strengthen funding applications
Project Execution & Technical Management
- Implement robust project management methodologies adapted to R&D contexts
- Establish effective governance structures and reporting frameworks
- Manage technical risks and dependencies across complex research streams
- Coordinate diverse stakeholders including researchers, technical teams, and commercial partners
Results Commercialization & Knowledge Transfer
- Develop exploitation strategies to maximize the commercial impact of research outcomes
- Identify intellectual property protection opportunities
- Create technology transfer pathways from research to commercial implementation
- Build sustainability plans to extend research benefits beyond the funding period
Why Partner With Me
My dual background in corporate technology leadership and academic research provides a unique perspective that bridges theoretical innovation with practical application. Having successfully secured and managed R&D funding exceeding €30 million throughout my career, I understand what makes research proposals compelling to evaluators and how to deliver projects that satisfy both scientific rigor and commercial viability.
I approach each R&D initiative with meticulous attention to detail while maintaining focus on the broader strategic objectives that drive innovation forward. By collaborating with your team, I help build sustainable R&D capabilities that continue generating value long after individual projects conclude.
In competitive markets, organizational agility has become essential for responding to changing customer needs and market conditions. Successful agile transformation goes beyond adopting new processes—it requires a fundamental shift in mindset and culture.
My Approach
I provide comprehensive agile implementation and coaching services tailored to your organization's unique context:
Agile Readiness Assessment
- Evaluate your current methodologies and team dynamics
- Identify organizational barriers to agile adoption
- Assess leadership readiness and support structures
- Create a baseline for measuring transformation progress
Framework Implementation
- Design customized agile frameworks that align with your business needs
- Implement Scrum, Kanban, or hybrid methodologies based on your context
- Establish effective Product Owner and Scrum Master roles
- Set up appropriate agile ceremonies and rhythms for sustained success
Team Structure & Development
- Optimize team compositions for cross-functional collaboration
- Define clear roles, responsibilities, and decision-making processes
- Develop communication protocols that enhance transparency
- Coach teams through the forming, storming, norming, and performing stages
Leadership Coaching
- Guide executives and managers in agile leadership principles
- Develop strategies for balancing autonomy with governance
- Establish metrics that incentivize agile behaviors
- Create alignment between leadership expectations and team operations
Continuous Improvement
- Implement retrospective processes that drive meaningful change
- Establish metrics to track productivity, quality, and value delivery
- Develop internal coaching capabilities for long-term sustainability
- Design scaling strategies as agile maturity increases
Why Choose My Services
As a certified Professional Scrum Master with extensive experience implementing agile methodologies across diverse organizational contexts, I bring practical insights that bridge theory and real-world application. My approach emphasizes measurable outcomes—not just process compliance—ensuring your agile transformation delivers tangible business value.
I recognize that every organization is unique, requiring tailored approaches rather than rigid framework implementation. My collaborative coaching style focuses on empowering your teams to own their agile journey while providing the structure and guidance needed for success.
Enterprise architecture forms the critical backbone of your organization's technological capabilities, determining how effectively your IT systems can support business goals and adapt to changing demands.
My Approach
I provide enterprise architecture consulting services that leverage my extensive CIO/CTO experience to create robust, scalable, and business-aligned technology frameworks:
Architecture Assessment & Strategy
- Evaluate your current enterprise architecture against industry standards and best practices
- Identify architectural gaps, redundancies, and optimization opportunities
- Develop comprehensive architectural roadmaps aligned with business strategy
- Establish architecture principles that guide technology decisions across the organization
Technology Stack Optimization
- Assess existing technology stacks for performance, scalability, and business alignment
- Recommend strategic technology investments and phase-outs
- Evaluate emerging technologies for potential business value
- Design technology ecosystems that balance innovation with reliability and security
System Integration & Interoperability
- Create integration frameworks that connect disparate systems cohesively
- Design APIs and service-oriented architectures that enhance business agility
- Develop data exchange standards and protocols
- Implement integration patterns that reduce complexity and technical debt
IT Governance & Standards
- Establish governance frameworks that ensure architectural compliance
- Develop technology standards and policies that drive consistency
- Create architecture review processes for new technology initiatives
- Implement portfolio management approaches for technology investments
Future-State Architecture Planning
- Design target architecture models that support business growth and transformation
- Create transition plans to move from current to future-state architecture
- Develop reference architectures for new business capabilities
- Balance tactical needs with strategic architectural vision
Why Choose My Services
My experience as a CTO and CIO across multiple organizations has provided me with firsthand insights into the challenges and opportunities of enterprise architecture management. I understand that effective architecture isn't just about technological elegance—it's about creating systems that deliver real business value.
I bridge the gap between technical considerations and business objectives, helping your organization develop an enterprise architecture that serves as a foundation for innovation, efficiency, and competitive advantage. My practical approach focuses on achievable outcomes rather than theoretical perfection.
In the complex world of software development, accurate measurement and estimation are foundational to project success, resource allocation, and strategic planning. Without reliable metrics, organizations struggle with unpredictable costs, unrealistic timelines, and inconsistent quality.
My Expertise
As a certified Function Point Specialist and COSMIC Practitioner, I bring industry-recognized methodologies and extensive experience to your software measurement needs:
Functional Size Measurement
- Apply standardized Function Point Analysis and COSMIC methods to quantify software size
- Provide objective measurements independent of implementation technologies
- Deliver consistent metrics that remain stable throughout the development lifecycle
- Analyze functional user requirements to determine accurate software scope
Project Estimation & Planning
- Develop data-driven estimates for development effort, cost, and duration
- Create estimation models calibrated to your organization's historical performance
- Establish realistic project timelines based on functional complexity
- Support resource allocation decisions with quantitative insights
Performance Benchmarking
- Compare productivity and quality metrics against industry standards
- Identify opportunities for process improvement and efficiency gains
- Establish internal benchmarks to track organizational progress
- Provide objective data for vendor selection and evaluation
Measurement Process Implementation
- Design customized measurement frameworks aligned with your development methodology
- Develop standardized procedures for ongoing measurement activities
- Train your team in fundamental measurement principles
- Integrate measurement practices into your existing development processes
Benefits of Professional Software Measurement
- Improved Decision-Making: Base your project decisions on objective data rather than subjective assessments
- Enhanced Planning: Develop more realistic project plans with scientifically validated size estimates
- Cost Control: Identify and manage scope changes with quantitative impact analysis
- Process Improvement: Target development inefficiencies revealed through measurement data
- Contractual Clarity: Establish clear specifications for vendor agreements and outsourcing arrangements
Why Choose My Services
My unique combination of academic expertise and practical industry experience ensures you receive measurement services that are both methodologically sound and pragmatically valuable. I've successfully implemented measurement programs across diverse organizations, helping them transform estimation challenges into strategic advantages.
Artificial intelligence and machine learning represent powerful opportunities for business innovation, but implementing these technologies effectively requires strategic vision, technical expertise, and practical business acumen.
My Approach
I provide comprehensive AI and machine learning strategy services designed to deliver tangible business value:
Opportunity Identification & Use Case Development
- Assess your business processes to identify high-impact AI/ML opportunities
- Develop specific use cases aligned with your operational goals and challenges
- Prioritize applications based on potential ROI, implementation complexity, and strategic importance
- Create proof-of-concept models to validate approaches before full-scale deployment
Technology Selection & Architecture Design
- Navigate the complex ecosystem of AI/ML tools and platforms
- Recommend appropriate technologies based on your specific requirements
- Design scalable architectures that support both current needs and future expansion
- Ensure solutions comply with relevant data privacy and security regulations
Implementation Planning & Integration
- Develop detailed implementation roadmaps with clear milestones
- Plan for seamless integration with existing systems and data sources
- Identify potential challenges and develop mitigation strategies
- Establish data governance frameworks to ensure quality inputs and outputs
Capability Building & Knowledge Transfer
- Assess current team capabilities and identify skill gaps
- Design training programs to build internal AI/ML expertise
- Develop processes for ongoing model maintenance and improvement
- Create frameworks for measuring and communicating AI/ML impact
Why Choose My Services
My unique background combines executive technology leadership with academic research in machine learning and large language models. This dual perspective allows me to bridge the gap between theoretical possibilities and practical business applications.
I focus on demystifying AI and machine learning, translating complex technical concepts into clear business value propositions. My approach emphasizes sustainable implementation—building solutions that not only deliver immediate results but can evolve alongside your business and the rapidly advancing AI landscape.
Whether you're taking your first steps into AI adoption or looking to enhance existing capabilities, I provide the strategic guidance and technical expertise needed to transform artificial intelligence from a buzzword into a business advantage.
Transitioning from a technical specialist to a technology leader requires developing a distinct set of skills that go beyond technical proficiency. My mentoring program helps you navigate this critical career evolution with confidence.
Comprehensive Leadership Development
My technology leadership mentoring provides personalized guidance in key areas essential for your success:
Strategic Vision & Business Alignment
- Develop the ability to translate business objectives into technological strategy
- Learn to communicate technology value in business terms
- Build frameworks for technology investment prioritization
- Create compelling technology roadmaps that gain executive support
Team Leadership & Talent Development
- Transform from individual contributor to effective team leader
- Master techniques for hiring, developing, and retaining top technical talent
- Build high-performing, diverse technology teams
- Establish performance management approaches that drive both innovation and accountability
Stakeholder Management & Communication
- Navigate complex organizational politics and build influential relationships
- Develop executive presence and communication skills
- Learn to manage expectations across technical and non-technical stakeholders
- Present complex technical concepts to varied audiences effectively
Balancing Innovation and Operations
- Create sustainable innovation processes while maintaining operational excellence
- Implement risk management approaches for new technology adoption
- Develop strategies for technical debt management
- Balance short-term business needs with long-term technology evolution
My Mentoring Approach
Drawing from my experience as CTO and technology executive leading teams of over 100 professionals, I provide practical, real-world guidance through:
- Regular one-on-one mentoring sessions tailored to your specific challenges
- Scenario-based learning addressing your actual leadership situations
- Frameworks and tools you can immediately apply in your role
- Honest feedback and accountability to accelerate your growth
Who This Is For
This mentoring program is ideal for:
- Technical specialists transitioning to their first leadership role
- Mid-level technology managers preparing for executive positions
- Recently promoted CTOs and technical directors seeking to refine their leadership approach
Through our partnership, you'll develop the confidence, perspective, and leadership capabilities needed to excel in technology leadership roles while avoiding common pitfalls that derail many technical professionals on the path to executive roles.