EMEA Agentic Workspace Transformation Customer Engineer @ Google
MSc Data & AI for Business @ Mines Paris PSL Γ Albert School
Solutions Architecture Β |Β AI Agents & LLMs Β |Β Data Science
I design and deploy end-to-end AI architectures, from hybrid RAG pipelines and multi-agent workflows
to production ML systems, turning complex enterprise data into measurable operational impact.
π jonathanbouniol.com Β Β·Β πΌ LinkedIn Β Β·Β βοΈ Contact
| System | Architecture & Impact | Stack |
|---|---|---|
| βοΈ Alter-Ego | Local-first hybrid Legal RAG & tool-calling agent on the French Code du travail with BGE-M3, BM25, cross-encoder reranking & temporal versioning. | Python, Hybrid RAG, BM25 |
| π‘οΈ Sentinel | Privacy-first multi-agent behavioral safety architecture detecting online risks strictly from metadata without inspecting private messages. | LangGraph, Pydantic, Streamlit |
| π Finovera | End-to-end AI stock portfolio advisor combining financial news sentiment NLP, a REST recommendation backend, and a native iOS client. | FastAPI, SwiftUI, NLP |
| π± SnackMaxx | Connected retail companion iOS app and enterprise digital transformation blueprint bridging telemetry, loyalty workflows, and mobile UX. | SwiftUI, iOS, System Design |
| Project | Methodology & Key Outcomes | Stack |
|---|---|---|
| π LEDGAR Legal NLP | Pre-registered benchmark across 80,000 SEC contract clauses (100 classes) comparing TF-IDF, BiLSTM, DistilBERT & LoRA with ECE calibration. | PyTorch, Transformers, LoRA |
| π¦ Treasury Curve Rotation | 23-year zero-look-ahead fixed-income strategy rotating TLT, IEF & SHY via the 2s10s spread (+3.51%/yr CAPM alpha, +982 bps 2022 protection). | Python, Quant Finance |
| π¬ Oscar Nominations ML | Leakage-free ensemble pipeline across 25+ years of IMDb & TMDb data predicting Academy Award nominations 6 months ahead (up to Γ77 lift). | XGBoost, LightGBM, Scikit-learn |
| πΏ Pollen & HPI Forecasting | Multi-city statistical forecasting of pollen and a composite Heat-Pollution Index across 4 French cities, corroborated by Ameli health data. | Python, ARIMA, Fourier |
12 distinctions across 14 competitive corporate mandates (86% award rate Β· 4Γ 1st Place Β· Dean's List Top 10%) Β· Full archive β
| Event / Partner | Outcome & Solution Delivered | Focus |
|---|---|---|
| π₯ Generali | (1st Place) IT portfolio optimization & AI tracking assistant engineered across 15,000+ internal initiatives. |
Enterprise AI |
| β€οΈ L'Γtudiant Β· Alberthon | (Coup de CΕur) ORI 2.0: Mistral-powered voice & visual decision-tree AI companion for student orientation. |
Mistral AI, Voice |
| π₯ BNP Paribas | (2nd Place) SLA recalibration, complexity detection & AI triage front-end across 3M+ annual client requests. |
NLP, FinServices |
| π₯ Henkel | (1st Place) Retail demand forecasting & commercial resource reallocation engine across national DIY chains. |
Forecasting, ML |
| π₯ La French Tech | (1st Place) Automated web-scraping data pipeline & ecosystem growth strategy pitched to executive leadership. |
Data Eng, Scraping |
| π₯ Linkpick | (1st Place) ML-driven platform growth & matching architecture across students, schools, and corporate partners. |
ML, SaaS Strategy |
| π MinistΓ¨re des ArmΓ©es | (Finalist) 72-hour defense AI hackathon: ResNet18 computer-vision pipeline for military vehicle recognition. |
PyTorch, CV |
Additional Finalist distinctions with Louis Vuitton, SNCF, Carrefour & Asmodee, and Honorable Mention with Capgemini.
Cloud, Agentic AI & LLMs
Data Science, ML & Deep Learning
Architecture, Apps & Analytics
