The experience behind Colombani.ai
Applied research, personal projects, experience and education. The solutions built by Colombani.ai have their own page.
Personal and open source projects
Dream Analyze
Dream analysis SaaS with an LLM pipeline and in-house GitOps infrastructure.
SmartAudit
AI agent for smart contract security: vulnerability detection, exploitation and proof of vulnerabilities.
RollinRock
Real-time crypto analytics with a microservices pipeline and an analytics dashboard.
Generali, ENS Data Challenge
Predicting building insurance claims for Generali. 2nd place.
OWKIN Cancer Detection
PIK3CA mutation detection in breast cancer using a weakly supervised approach.
In-house infrastructure
All live applications run on in-house infrastructure: k3s, GitOps, monitoring, backups.
WaveCare: breast cancer detection via microwaves
Sogeti Labs Research
A research project combining microwave imaging and artificial intelligence to detect and locate tumours more safely and accessibly.
Detection
Binary classification of microwave signals to detect the presence of tumours.
2D localisation
Predicting the tumour's spatial coordinates from signals.
Characterisation
Estimating the tumour's size and properties.
Scientific article
A Modular Deep Learning Framework for Breast Tumor Detection from Microwave Imaging Data
Ulysse Trin
Applied AI research, AI systems and full-stack engineering. Founder of Colombani.ai.
Experience
- 2025 to 2026
Sogeti Labs, WaveCare
AI research for tumour detection/localisation in microwave imaging.
- 2023 to 2025
Sounduct
AI project manager, audio, cybersecurity.
- 2022
Bouygues Travaux Publics
Financial control and data tools.
- 2022
Impiere
Data science applied to healthcare.
Education
- 2023 to 2026
EPITECH, MSc AI
Deep learning, NLP, vision, transformers.
- 2023
CNAM, advanced AI
Reinforcement learning and applications.
- 2023
Collège de France, data science
ENS Data Challenge competitions.
- 2022 to 2023
EM Lyon Business School
Management and strategy.
- 2018 to 2022
Paris-Dauphine University
Mathematics, computer science, finance.
- 2018
Lycée Louis-le-Grand
Science baccalaureate, specialising in mathematics.
Colombani.ai at a glance
- Services
- AI consulting, training and solution development: autonomous agents, Claude Code, MCP, Agent SDK. Founded in 2026 by Ulysse Trin, based in Paris, operating across France.
- Certifications
- Qualiopi-certified training provider, certificate QUA009472 issued by ICPF, valid from 22 April 2026 to 21 April 2029 (training provider registration number 11757549975). The founder holds the Claude Certified Architect Foundations certification from Anthropic, verifiable online.
- Results
- Across 5 sessions and 9 participants (7 completed evaluations received): satisfaction 4/4, recommendation rate 100%, 100% of learning objectives achieved. Proof of concept delivered in 2 weeks.
- Clients
- Executives, members of regulated professions (lawyers, accountants, notaries, healthcare professionals) and technical teams, in organisations of all sizes.
- Guarantees
- Data hosted in Europe (OVH, Scaleway), local models available. Training eligible for OPCO and FIF-PL funding. Professional indemnity insurance covering consulting, training, IT security and penetration testing.
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