About Nelson
One of the 300 Ambassadors of Osez l’IA, the national AI plan launched by the French Ministry of Economy and Digital Affairs.
I help companies unlock the power of generative AI and retrieval-augmented generation (RAG) to build intelligent agents that interact with their data — from PDFs to PostgreSQL databases and proprietary APIs.
→ Chatbots that understand internal documentation
→ AI copilots that trigger actions inside software
→ Multi-agent workflows for automation, monitoring, and reporting
→ All deployed with secure DevOps pipelines, GPU optimization, and cloud-native infrastructure
🚀 What I Deliver
✅ Chat with your documents (PDFs, docx, SharePoint, SAP...)
✅ Chat with your data (SQL, NoSQL, time-series, APIs)
✅ RAG systems (Pinecone, FAISS, Chroma) with LangChain + LLMs
✅ LangSmith observability for debugging & monitoring
✅ Production-ready agents with Docker & Kubernetes
✅ Enterprise-grade CI/CD, security & autoscaling
🛠️ Tech Stack
LLMs: OpenAI, Claude, LLaMA, DeepSeek, Mistral
Frameworks: LangChain, LangSmith, Hugging Face
Vector DBs: Pinecone, Chroma, FAISS, Weaviate
Backend: FastAPI, Node.js
DevOps: Docker, Kubernetes, GitHub Actions
Infra: AWS, GCP, Azure
📂 Example Projects
🔎 Chat with Internal Docs — Secure RAG assistant for enterprise users (LangChain + Pinecone + Supabase + LangSmith)
🧠 Autonomous Agent for Market Research — Scrapes, summarizes & reports via Slack
⚙️ Code Review Copilot — GitHub Actions integration for real-time LLM feedback
📊 AI-Powered Analytics Assistant — Query databases in natural language, no SQL needed
Let’s make your documents or databases talk — safely, at scale.
French
Native or bilingual
English
Native or bilingual
Spanish
Native or bilingual
Italian
Native or bilingual
Remote only
Primarily works remotely
Experience
- AutomAssistCEODIGITAL AND ITJune 2023 - Today (3 years)At Automassist, we believe industrial automation should be efficient, intuitive, and insightful. Our innovative AI-driven tools—Industrial Document Manager (IDM) and AutomInsight—are designed specifically for automation engineers looking to simplify workflows, enhance productivity, and harness real-time data effortlessly.→ IDM: Industrial Documentation Made Easy🔹 Centralized AI-Powered Platform: Upload, organize, and quickly retrieve all your industrial documents—from manuals and schematics to SOPs and maintenance guides—in one intuitive place.🔹 Smart AI Chat Interface: Instantly find precise information by simply asking natural-language questions. Access insights from one document or your entire repository.🔹 Metal QR Tags for Instant Access: Equip your shop floor with durable QR codes linking directly to critical documentation, accelerating maintenance and troubleshooting tasks.🔹 Robust Version Control & Analytics: Maintain compliance, streamline collaboration, and track document usage to continually improve processes.→ AutomInsight: Talk Directly to Your Production Data🔹 Seamless Integration: Automatically combines data from PLCs, SCADA, ERP, and historical databases, providing comprehensive analytics without manual effort.🔹 Conversational AI Interface: Quickly get data-driven answers to operational questions like, "How was our productivity this shift?" in everyday language.🔹 Proactive Alerts & Reports: Spot issues in real-time, understand root causes instantly, and make informed, confident decisions faster.🔹 Flexible & Scalable: Whether you're digitally mature or just starting your digital journey, AutomInsight grows alongside your operational needs.→ Why Choose Automassist?⚙️ Boost Productivity & Reduce Downtime⚙️ Enhance Team Collaboration & Compliance⚙️ No Data Science Expertise Needed⚙️ Easy Integration and Scalability
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