Founding partner
- Software production and distribution, management and business consulting.
- Career coaching and tutoring.
Available for new collaborations
Daniele Nucciarelli
Physicist · Cloud & ML Engineer
I turn complex problems into reliable infrastructure and models that hold up in production, with the methodological rigour of experimental physics.
01 — Profile
From theory to production systems
I am a physicist by training who designs and runs cloud infrastructure and machine learning systems. I bring the experimental method — measure, isolate the variables, iterate — into the life cycle of real platforms and models.
I work daily with AWS and Kubernetes, build data pipelines, and handle anomaly detection along with evaluation and red teaming of LLM-based agents. I care about reliability: observability, cost control, reproducibility.
I look for essential systems: few dependencies, predictable behaviour, honest documentation. This site is an example — static, no cookies, no tracking.
02 — Experience
Professional experience
Data Scientist
- Large-scale data analysis with Python and Dask.
- Development of network anomaly-detection systems (Watchman, Watchdog and Streamwatch projects).
- Agent evaluation: designing and running evaluations of AI agents, plus red teaming of LLM-based systems.
- Support for Kubernetes cluster management, within a context of bespoke AI, computer vision and advanced robotics.
Founder · Head of Infrastructure, Networking & Security
- Gestiscu is a multi-tenant Django-based SaaS management software that I co-founded.
- End-to-end management of the AWS cloud platform hosting it: orchestration with Docker, Kubernetes (kops) and Helm, networking and security.
E-learning platform management
- Administration of around 20 Moodle instances on AWS for different clients.
- EC2 provisioning, DNS configuration, TLS certificates and cost auditing.
Application software developer
- Analysis, development and support of management software for private associations.
- Working in small teams across every phase: from writing code to running the servers.
03 — Skills
Technical skills
Advanced
Good
Basic
01Languages
PythonAdvanced
C / C++Advanced
BashGood
JavaScriptGood
02Web & Development
DjangoAdvanced
FastAPIGood
HTMLGood
CSSBasic
03Cloud & DevOps
AWSAdvanced
KubernetesAdvanced
DockerAdvanced
HelmAdvanced
GitAdvanced
04Data & Analysis
PandasAdvanced
PostgreSQLGood
MySQLGood
RedisGood
DuckDBGood
ROOTGood
05Systems & Tools
LinuxAdvanced
LaTeXGood
MarkdownAdvanced
04 — Education
Education
BSc in Physical Sciences and Technologies (L-30)
102/110 — thesis “Mass loss in AGB stars and its observational indicators” (advisor: Maurizio M. Busso).
Classical High School Diploma
96/100 — humanities education and logical-argumentative method.
Masterclasses & training
SOSC 23 — Fifth International School on Open Science Cloud (Perugia, 2023)
05 — Beyond work
Projects, talks & community
Educational project
DesTEENazione
Computer-science workshop with the teenagers of the DesTEENazione space in Perugia: together we designed and built a Telegram chatbot with semantic search.
Conference
PyCon Italia 2026
Attended Italy's main Python conference: ecosystem, best practices and community.
Sport
Futsal coach
Coached an amateur five-a-side team of the Sentinelle del Mattino club in the provincial CSI league: group management, training sessions and matches.
Volunteering
Youth leader — Oratorio Sentinelle, San Sisto
Youth leader since the age of 15, now also coordinating activities and fellow leaders: summer camps and youth groups.
Community
SetteValley Community AI
Active member of the local community dedicated to artificial intelligence: meetups, technical discussion and outreach.
06 — Contact
Let's talk about a project
Cloud, infrastructure, MLOps, data pipelines or R&D consulting. Drop me a line: I reply to every email.