Freelancer profile translated to English.
Back to original languageAbout Mehdi
Most AI consultants advise. I build and operate what I build.
🔬 medicum.fr: designed from scratch, alone. Medical RAG, 450,000 health professionals indexed, 200,000 sessions/month, €0 ads. White page to production in 6 months.
🏠 realestateai.ae: AI real estate search, text-to-image, in real-time.
When I recommend an architecture or a stack, it's because I'm running it myself. Whether you're starting from scratch or already have a system that's not delivering, I know both situations from the inside.
📊 Client results:
- +388% users in 12 months for a legaltech
- RAG accuracy from 26% to 98%, latency divided by 3.5
- Functional POCs delivered in 2 to 4 weeks
- €100K+ in research grants unlocked
- 32 systems deployed in production
🛠️ Scope: LLM, RAG, AI agents, Computer Vision, GenAI (photos, videos, documents...), end-to-end infrastructure: training, evaluation, deployment, monitoring.
💼 How I work:
- 🏗️ Project: POC, MVP, go-live. Defined scope, defined deliverable. The most frequent format.
- 🔍 AI Audit: 2 weeks, roadmap + POC.
- ⟳ Monthly support: weekly sprints, dedicated senior, 24h response time.
✉️ Write to me with your context. Response within 12h.
Domains & technologies
LLM · RAG · GPT · Claude · Mistral · Llama · DeepSeek · Qwen · Gemini · Gemma · Phi · Kimi · Grok · Fine-tuning · LoRA · vLLM · CUDA · Transformers · Langchain · LlamaIndex · Python · FastAPI · Docker · Kubernetes · MLOps · LLMOps · DevOps · Embedding · Vector DB · Faiss · Chroma · Milvus · Qdrant · Pinecone · Computer Vision · CLIP · BLIP · YOLO · ViT · DINO · OCR · NLP · Stable Diffusion · GenAI · Text-to-Speech · Whisper · AI Agent · MCP · AWS · Azure · GCP · Machine Learning · Deep Learning · PyTorch · HuggingFace · Agentic AI · GraphRAG · MVP · POC
French
Native or bilingual
English
Native or bilingual
Spanish
Fluent
Remote only
Primarily works remotely
Experience
- BATEXA
On Malt
AI Agent: Automation of Civil Engineering Document CreationSeptember 2025 - October 2025 (1 month)- Audio document transcription- PDF document extraction- Advanced document processing: targeted information extraction- Automated creation of expert reports in construction via MCP LLM - AHCGGeneration of Medical Ultrasound Sequences via TI2V ModelsMEDICALDecember 2025 - January 2026 (1 month)
- Benchmark of different stacks for synthetic generation of medical imaging/ultrasound data (images and videos)
- Surprise report & recommendations
- Proof of concept
- MLIBAI Generation of Statics (UGC & Ads Content) via a Text-to-Image DiffuserE-COMMERCEAugust 2025 - August 2025 (1 month)Paris, France-Generation of realistic images (lighting, subject, pose) via self-hosted open-source pipeline-Inference parameter optimization-Development of a dedicated workflow-Experimentation via LoRa fine-tuning on our proprietary data-MLOps: Implementation of an inference endpoint via API-Image-to-image experimentation for dynamic product insertion
Reviews
B
Bernard
Très sérieux - AHCG
Reviewed on 12/13/2025
A clear, measured, and serious approach to work, in my opinion. No exorbitant quotes, but a deliberately limited preliminary work proposal that allows for an initial assessment. No unfounded promises, but much appreciated scientific honesty.
Stephen
BATEXA
Reviewed on 10/22/2025
Excellent collaboration with Mehdi, who demonstrated great professionalism throughout the mission. Proactive, very responsive, accommodating, and very relevant. I recommend him without hesitation.
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Education
- Computer Network Bachelor's DegreeAix-Marseille University
- University Diploma in Technology (DUT) in Computer Science, Software Engineering OptionIUT of Aix-en-Provence
Certifications
- Google Cloud Professional Machine Learning Engineer CertificationGoogle Cloud Platform
- AWS Certified Machine Learning - Specialty (Specialty)Amazon Web Services