Lamine Bouali

AI Engineer & Full-Stack Developer

I design and deploy AI systems that run in production: agents, RAG, model fine-tuning, LLM automations, and high-impact business Next.js products.

Profile at the intersection of applied AI and product engineering. I deliver tools that work, not prototypes.

EXPERTISE

AI Agents & RAG

LangChain, LangGraph, OpenAI, Claude, RAG pipelines (embeddings, retrieval, reranking), vector databases, function calling, multi-turn conversational agents.

Fine-tuning & Industrialization

LoRA / QLoRA on Qwen3, Llama, Mistral. Hugging Face, Vertex AI. vLLM, Ollama, FastAPI, OpenAI-compatible API inference. LLMOps: observability, fallbacks, costs.

Automation

n8n and Make workflows + LLM: quote generation, invoice OCR, sales qualification, intelligent scraping, document summarization.

Full-Stack & Product

Next.js 14, React, TypeScript, Tailwind, Three.js, Stripe, Headless CMS. Custom animations (GSAP, Framer Motion). Vercel.

Growth, SEO & Media Buying

Local SEO lead generation, Meta Ads, Google Ads, A/B testing, copywriting.

CASE STUDIES

EGB Occitanie (BTP) — Next.js Redesign and Local SEO Lead Gen. €1.4M (excl. VAT) in signed projects (11 houses) attributed to organic acquisition. Hybrid programmatic architecture, optimized GMB, multi-touch attribution.

Fine-tune Qwen3 — AI Sales Engine. Pipeline of 25k+ curated examples (qualification, objections, scoring). LoRA Hugging Face + Vertex AI training, vLLM inference in production, measured ROI. Second vertical fine-tune for BTP project estimation integrated into a sales agent.

DTC E-commerce Brands — AI Chatbots and Conversational Agents (Shopify, Next.js) with RAG on product catalog.

METHOD

Short sprints, clear deliverables, direct communication (FR/EN). Systematic documentation. Commitment to business results over hours sold.

Available for long-term missions, one-off projects, AI audits & strategic consulting.