Freelancer profile translated to English.
Back to original languageAbout Flavio
Data scientist / ML engineer, I take a business problem from raw data to production model and also deliver the application that exposes it. It's my dual data + dev profile that makes the difference: I don't stop at the notebook, I deploy.
On my AIDataPME product, I designed and deployed 8 ML models for e-commerce: churn scoring, customer segmentation (RFM) and product (HDBSCAN), stock forecasting (LightGBM) and cash flow forecasting (Prophet). I industrialized the complete pipeline — ingestion → transformation (dbt/BigQuery) → models → restitution and orchestrated it on GCP, containerized with Docker, infra Terraform, monitored with MLflow. I also single-handedly developed the SaaS platform that exposes these models: React/TypeScript dashboard, Node/Express back-end, PostgreSQL database.
Before that: 3 months as a Teaching Assistant at Jedha (mentoring 23 students in data/ML), and a data scientist mission at OXJNO (EDA, feature engineering, ML prototypes).
My way of working: understand the real need before writing a single line of code. Daily user of AI dev tools (Claude). Autonomous, demanding on quality.
French
Native or bilingual
Italian
Native or bilingual
English
Fluent
Spanish
Conversational
Remote only
Primarily works remotely
Experience
- AIDataPMEFounder - ML Solutions Developer for E-commerceE-COMMERCEJanuary 2026 - Today (7 months)Toulouse, FranceEnd-to-end creation of a Machine Learning-based solution aimed at optimizing the performance of e-commerce players. As the sole founder and developer, I managed the entire product lifecycle, from ideation to deployment.- Designed and deployed 8 ML models in production: churn scoring, customer segmentation (RFM) and product (HDBSCAN), stock forecasting (LightGBM) and cash flow forecasting (Prophet).- Industrialized the complete pipeline: ingestion → dbt/BigQuery → models → restitution, orchestrated on GCP, containerized with Docker, Terraform infra, MLflow monitoring.- Designed and developed the multi-tenant B2B SaaS platform that exposes the models from scratch: React/TypeScript dashboard, Node/Express back-end, PostgreSQL, deployed on GCP / Cloud Run.- E-commerce API integrations (Shopify, Klaviyo, Google Ads) and heterogeneous business data modeling (orders, customers, stock).- Client deployment cycles in 10 days. Company website (custom WordPress theme).
- JedhaTA - Teacher AssistantEDUCATION AND E-LEARNINGOctober 2025 - December 2025 (2 months)Technical and pedagogical supervision of a class of 23 students in their data analysis learning.- Mentoring and advice: Personalized support to help students overcome their technical and methodological blockers.- Evaluation: Grading of exercises and practical case studies focused on Data Analysis.- Technical versatility: Support on multiple programming languages and Cloud platforms throughout their curriculum.
- OxjnoData Scientist / Data AnalystJanuary 2025 - March 2025 (2 months)Design and implementation of advanced data analyses and ML/DL experiments to inform strategic decisions and meet business needs.
- Preprocessing & exploration: rigorous data cleaning, exploratory study to extract insights and preparation of datasets through feature engineering (clustering, customer segmentation)
- Visualization & reporting: creation of dashboards and interactive visualizations (Power BI, Plotly) and writing clear reports, adapted for business departments.
- Modeling & prototyping: development of Machine Learning and Deep Learning model prototypes, experiment tracking (MLflow) to ensure traceability, comparison, and performance optimization.
- Deployment & automation: containerization of models via Docker to facilitate production deployment and ensure pipeline reproducibility.
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Education
- Deep Learning SpecialistCodecademy2025Spécialisation en Deep Learning avec Tensorflow
- Advanced Machine LearningSchool Of AI Italy2024Approfondissement des techniques avancées de Machine Learning
Certifications
- Data Scientist | ML SpecialistCodecademy2024
- Deep Learning SpecialisationCodecademy2025