Hello, I'm a
AI Engineer
LLM & Production Systems
From research to production — I build scalable AI systems with end-to-end pipelines. Specializing in LLM deployment, Agentic RAG, Computer Vision, and ML infrastructure with production-grade observability.
Selected Projects
Agent RAG avec Monitoring
CompletedProduction multimodal sales assistant (WhatsApp/Messenger) handling ~100 conversations/day over 800+ products. Hybrid text/image search (BM25 + multimodal embeddings, Qdrant) with real-time ordering. 80% relevance rate. Implements CoVe (Chain of Verification) for reliable responses. Real-time metrics monitoring dashboard.
Clinical Scribe (Healthcare Domain)
CompletedBackend OnlyFine-tuned LLaMA 3 8B to transform unstructured doctor-patient transcriptions into structured clinical notes (SOAP format). Production-ready pipeline with Airflow orchestration, LoRA fine-tuning, PII anonymization, and ROUGE-L evaluation metrics.
About Me
AI Engineer with 3+ years of experience building production AI systems. I specialize in end-to-end ML pipelines, from data processing to deployment and monitoring.
I've deployed LLMs, Agentic RAG architectures, and Computer Vision models in production environments handling real traffic — with proper observability via Langfuse and Arize Phoenix. I focus on systems that deliver measurable business impact.
Remote Work Ready
- Based in Madagascar (UTC+3)
- Flexible hours, overlap with EU & US timezones
- Fluent French & Professional English
Expertise
MLOps & Cloud
AI & GenAI
Tech Stack
Data Science & ML
Platforms & Tools
Computer Vision & OCR
Languages
Certifications
Validated expertise in cloud computing, AI, and data science.
Columbia University — Data/AI Specialization
Certified specialization in Data Science and Artificial Intelligence from Columbia University.
Huawei Certified ICT Associate — Cloud Computing
Validated knowledge in Cloud Computing technologies, including virtualization, storage, and network.
Datatour 2025 — Finalist
Finalist in the Datatour 2025 national data competition.
Experience
AI Engineer | GenAI, RAG & Computer Vision
Since 2024Design and deployment of the company's industrial AI ecosystem. Built a multimodal sales assistant (WhatsApp/Messenger) handling ~100 conversations/day across 800+ products with 80% relevance rate — MVP delivered in 2 weeks. Automated document extraction (~100 docs/day per client) via OCR + LLM, replacing manual Odoo verification with 95% accuracy. Deployed anomaly detection pipeline on banking statements (~200 statements/day) on private cloud under strict data confidentiality constraints. End-to-end observability with Langfuse and Arize Phoenix.
Data Scientist
2023 - 2024Design of industrial Data/ML pipelines and technical support. Built an accounting chatbot via Rasa with end-to-end data preparation and testing. Developed a stock prediction system using linear regression and Adam optimization with experimental tracking via Weights & Biases.
Freelance Developer
2021 - 2023Design and deployment of web applications and PWAs. Strategic PostgreSQL architecture for the Ministry of Agriculture in Madagascar. Development of critical application modules for CNAPS, ensuring system interoperability and implementing social assistance features for maternity benefits.