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Christian Parfait N.CP

Christian Parfait N.

AI Engineer | LLM & Automation Expert

€650/day
Québec, CA
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Christian Parfait

What I do

I design and deploy generative AI systems in production for companies that cannot send their data to OpenAI: healthcare, finance, accounting, government.
My niche: On-premise LLMs, private RAG, intelligent automations compliant with Law 25 / PIPEDA / GDPR. No POCs that end up in a drawer - clean, documented, tested, maintained code.

Stack

LLMs: Claude, GPT, Mistral, LLaMA, MedGemma, Whisper v3 • Local Deployment: Ollama, vLLM, Hugging Face • RAG: LangChain, FAISS, Qdrant • Backend: Python, FastAPI, PostgreSQL, Docker • Frontend: React/Next.js, TypeScript • Automation: n8n, QuickBooks, Xero, Microsoft 365 integrations.

Projects Delivered

E.FastFlow— AI hospital triage (CTAS scale), deployed on-premise for PIPEDA compliance. Whisper → NLP → classification, zero critical undertriage.
QuickNumbers— AI invoice extraction SaaS (email / photo), integrated QuickBooks, Zoho, Xero.
RAG Chatbot(Capgemini / ODDO BHF) — Mistral + LangChain + FAISS.
3D LiDAR Detection(Hydro-Québec) — RandLA-Net + XGBoost on point clouds.

Recognition

1st prize at Generative AI Hack for Africa (Google A2SV) — 866 teams, 47 countries. Finalist Hedera Hackathon, Hult Prize Nairobi.

Education

Computer Engineering (ESPRIT, AI specialization) + Master's in AI at Université Laval.

How I Work

Full remote from Quebec. Ideal time zone for Europe: your requests in the evening, delivery during your night. Bilingual French/English. Short missions (POC, audit) or long ones (full integration).

Let's Talk

Have a project with strong sovereignty requirements or an intelligent automation to design? Contact me, that's exactly my field.
  • French

    Native or bilingual

  • English

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • The Web Is Mine
    AI Intern & Developer
    January 2026 - April 2026 (3 months)
    Québec City, QC, Canada
    •• Development of QuickNumbers: AI accounting automation SaaS solution – intelligent invoice extraction from emails (Gmail, Microsoft 365) or upload/photo, with direct integration to QuickBooks, Zoho Books, Xero, and Excel
    •• Development of PrimeReply: AI online reputation management tool – automatic generation of responses to customer reviews
    Artificial Intelligence Python Langchain FastAPI Design Thinking
  • Acadie Intelligent Inc. (Stage PFE)
    AI Engineer
    May 2025 - November 2025 (6 months)
    Moncton, NB, Canada
    ESPRIT Project
    •• Design and development of E.FastFlow, an AI triage system for Canadian hospital emergencies based on the CTAS scale
    •• On-premise architecture: deployment of MedGemma and Whisper v3 via Ollama (Mac Studio, 40 GB) for PIPEDA/Law 25 compliance
    •• Complete NLP pipeline: voice transcription → symptom extraction → CTAS classification with the goal of 0% critical undertriage
    •• Patient kiosk development (React 19) and clinical dashboard (React 18 + TypeScript + FastAPI + PostgreSQL)
    Design Software Quality Assurance IS Architecture Artificial Intelligence LLMs
  • Freelance
    AI Developer & Consultant
    June 2024 - Today (2 years)
    •• Creation of AI chatbots, personal assistants, RAG systems, and automation pipelines (LangChain, N8N, Doctr)
    •• Support for AI projects as a technical expert and backend architect
    LLMOps MLOps Artificial Intelligence Langchain

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Education

  • Master of Computer Science
    Université Laval
    2026
    Maîtrise en informatique
  • Computer Engineering Diploma
    École Supérieure Privée d'Ingénierie et de Technologie
    2026
    Diplôme d'ingénieur en informatique

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