AI projects, proven in the real world

RAG, agents, sovereign serving, LLMOps and Machine Learning: systems that were actually designed, deployed and measured.

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Professional work In production

Sovereign LLM serving on H100 GPUs

Offline deployment of open-weight models with vLLM, quantization and caching strategies in an air-gapped environment.

Result 1.8× throughput · −40% cost · −45% VRAM
  • vLLM
  • NVIDIA H100 GPU
  • Docker
Professional work In production

Secure RAG for compliance

Multi-format pipeline with OCR, chunking, embeddings, hybrid search, reranking and sourced citations.

Result Recall@7 = 0.95
  • Docling
  • FAISS
  • MongoDB
Professional work In production

AI agents for risk analysis

Tool-enabled workflows to extract, classify, cross-reference and report information, with action control and human validation.

Result EBIOS analyses accelerated ×18
  • LangGraph
  • Tool calling
  • Pydantic
Professional work

Industrialized AI platform on AWS

Reproducible deployments with Bedrock, Lambda, ECS/Fargate, Docker, Terraform and GitLab CI/CD.

Result Full environment provisioned in under an hour
  • AWS
  • Terraform
  • GitLab CI/CD
Professional work

LLM benchmarking and evaluation

Comparison of about ten models on quality, latency, cost, factuality and load resilience.

Result −30% token cost at equivalent quality
  • LLM
  • Load testing
  • Guardrails
Professional work Delivered project

Predictive AI for railway safety

Scoring models and a real-time dashboard to identify and prioritize the highest-risk stations.

Result Operational prioritization of at-risk stations
  • Scikit-learn
  • XGBoost
  • Streamlit
Personal project Open source

IAcine Virtual Avatar

A 3D conversational assistant combining an LLM, voice synthesis, facial animation and real-time rendering in the browser.

Result Real-time 3D conversational avatar (voice + lip-sync)
  • React Three Fiber
  • Blender
  • Python
View the code
AI Breast Cancer Detector
Personal project

AI Breast Cancer Detector

A diagnosis in seconds. The AI classifies tumors as benign or malignant in real time, with an intuitive interface and radar-style visualizations.

  • Python
  • PyTorch
  • Scikit-learn
  • +1
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AI Live Calorie Counter
Personal project

AI Live Calorie Counter

Snap a photo, let the AI count. Instantly estimate the calories in your meal from a single image, using computer vision.

  • Python
  • OpenAI GPT
  • Streamlit
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AI Smart Contract Analyzer
Personal project

AI Smart Contract Analyzer

Understand any contract in 1 click. AI-powered Solidity analysis with summaries, security badges, and PDF export — perfect for devs and auditors.

  • Python
  • LangChain
  • OpenAI GPT
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AI Music Generator from Prompts
Personal project

AI Music Generator from Prompts

From ideas... to music. Type a prompt and get a unique AI-generated track. A new way to create without limits.

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Local Gmail AI Assistant
Personal project

Local Gmail AI Assistant

Your emails, sorted and written automatically. Analyze and reply to unread messages using a local LLM — private, secure, and saved as drafts.

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3D AI Voice Avatar
Personal project

3D AI Voice Avatar

A 3D assistant that speaks to you. An animated, responsive, and vocal avatar powered by GPT — ideal for support or immersive experiences.

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Real-Time AI Journalist
Personal project

Real-Time AI Journalist

News that speaks to you. The AI scans your RSS feeds, filters by theme, summarizes, and generates a clean, ready-to-share PDF report.

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SmartHire – CV Analyzer
Personal project

SmartHire – CV Analyzer

Hire faster and smarter. Upload a PDF CV, get key points, a clear summary, and instant answers powered by GPT and RAG.

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Aqua Heaven – Pool Chatbot Assistant
Personal project

Aqua Heaven – Pool Chatbot Assistant

Boost sales with a smart chatbot. A conversational assistant that guides customers to their ideal pool model — always available, fully integrated.

View the project