Business-driven architecture
From a business need to an architecture a client can decide on.
- RFPs and client proposals on AWS and Azure
- Requirements turned into technical specifications
- Trade-offs made explicit: cost, risk, time to market
Terencio
Agozzino
Solutions Architect AWS & Azure Certified
5+ years across cloud, data and software: secure AWS & Azure foundations, data platforms, and the automation that runs them — with a research background in knowledge graphs.
Experience with
- Years of software development, 5+ of them in professional cloud & data roles
- 15+
- AWS, Azure & Scrum certifications
- 11
- GitHub stars on open-source projects I built
- 900+
- Client industries: health insurance, chemicals, logistics, engineering, sport, data
- 6
Core expertise
From the first diagram to production.
I start from the business problem, design the platform that answers it, and stay until it runs.
Secure cloud foundations
Platforms that are secure by default, and that teams want to use.
- Landing zones, guardrails and security reviews
- One CI/CD platform shared by several teams
- Terraform starter kits for EKS and serverless
Data & AI for the business
From raw sources to decisions, and fewer manual tasks.
- Document processing with Amazon Textract and Bedrock
- SAP data on AWS for reporting and finance teams
- Microsoft Fabric platforms for logistics clients
Bringing people together
Clients, engineers and operations working from the same plan.
- Tech lead of a Data Engineering squad; certified Scrum Master
- Contributor to the AWS Guild at Envalior
- Handovers and documentation that let teams run on their own
Experience
Where I've made an impact.
By employer, with the clients I worked for as a consultant.
CBTWCurrent
Mar 2026 – Present
Partenamut
AWS Platform Engineer / Solutions Architect
A multi-account CI/CD pipeline factory, a central monitoring platform, AI document processing in production with Textract and Bedrock, and 18 tables loaded daily into Redshift.
- AWS CDK
- CodePipeline
- Step Functions
- Bedrock
Solutions Architect
RFP responses on AWS and Azure, the AWS Partner Network work that keeps CBTW an AWS Advanced Tier Services Partner, and the Terraform foundation of an internal AI platform on Bedrock.
- Terraform
- Bedrock
- AgentCore
- Textract
Deloitte
Dec 2025 – Jan 2026
Cloud platform proposals for clients.
Solutions Architect
Secure AWS & Azure Terraform modules and starter kits to accelerate cloud adoption; security reviews and guardrails.
- AWS
- Azure
- Terraform
- EKS
Nemeon · Cronos Group
Nov 2021 – Nov 2025
Consultant, placed with clients in Belgium and the Netherlands.
Sparkle
Azure Data Engineer
LLM-based summarisation of civil-engineering documents with Azure AI Foundry, in a containerised Azure pipeline.
- Azure AI Foundry
- Azure Blob Storage
- Docker
- Python
Logistics Companies
Solutions Architect
Microsoft Fabric environments and data pipelines from Boltrics and TAS for more than five logistics clients, with data governance and quality.
- Microsoft Fabric
- Azure Data Factory
- SQL
Envalior (former DSM)
Solutions Architect
In a team of eight, the move of the data platform (around 30 business use cases) from DSM's AWS environment to Envalior's new landing zone, without disrupting operations.
- AWS CDK
- CodePipeline
- Glue
- Athena
Envalior (former DSM)
AWS Cloud Developer
SAP data provisioning with Theobald and AWS Glue across raw, cleansed and harmonised layers, and four manufacturing plants moved to AWS IoT Greengrass V2.
- AWS CDK
- Glue
- IoT Greengrass
- PySpark
SoccerLAB
Software Engineer
A Svelte proof of concept against React and Angular, with a design system.
- Svelte
- TypeScript
- Storybook
- Tailwind CSS
Datavillage
Data Scientist
A knowledge-graph migration and a faster recommendation system, with lower SPARQL and Cypher latency.
- Neo4j
- Python
- DBpedia
- Wikidata
IDLab – imec
Feb – Jun 2021
Machine Learning Intern
Built pyRDF2Vec, now a widely cited library for knowledge-graph embeddings, and evaluated BERT within RDF2Vec for my Master's thesis.
- Python
- Knowledge graphs
- NLP
- CI/CD
Certifications
Proven on two clouds.
Certifications on AWS, Azure and Scrum, up to the professional level.
Professional
AWS Certified DevOps Engineer – ProfessionalAmazon Web Services · 2024
AWS Certified Solutions Architect – ProfessionalAmazon Web Services · 2023
Associate
Azure AdministratorMicrosoft · 2026
AWS SysOps AdministratorAWS · 2022
AWS DeveloperAWS · 2022
AWS Solutions ArchitectAWS · 2021
Foundations & agile
AWS Cloud PractitionerAWS · 2021
Azure FundamentalsMicrosoft · 2021
Azure AI & Data FundamentalsMicrosoft · 2022–2023
Professional Scrum Master IScrum.org · 2022
Research & recognition
Published, and open source.
From my Master's thesis at IDLab – imec: two peer-reviewed papers and a library used by the research community.
Springer Nature · 2023
pyRDF2Vec: A Python Implementation and Extension of RDF2Vec
G. Vandewiele, B. Steenwinckel, T. Agozzino & F. Ongenae
Read the paper → (opens in a new tab)Data Mining & Knowledge Discovery · 2022INK: Knowledge Graph Embeddings for Node Classification
B. Steenwinckel, G. Vandewiele, M. Weyns, T. Agozzino, F. De Turck & F. Ongenae
Read the paper → (opens in a new tab)- pyRDF2Vec · ★ 269Lead contributor, with 1,100+ commits, to this library for knowledge-graph embeddings.
- GNU Emacs configuration · ★ 485My literate Org configuration, shared with the Emacs community.
- Master in Computer & Systems EngineeringHaute École en Hainaut, Mons · 2021Read the thesis → (opens in a new tab)