I am an AI Engineer and Python specialist with hands-on experience building and deploying production-grade machine learning and generative AI systems. My work focuses on delivering end-to-end AI solutions: designing data pipelines, training and evaluating models, deploying them through APIs, and continuously improving performance in real-world environments. I have worked with modern AI stacks including LLM-based systems, RAG architectures, and API-driven services. I enjoy collaborating closely with software engineers, product teams, and stakeholders to ensure AI solutions are robust, scalable, and aligned with real user needs.

Vincent Letort

I am an AI Engineer and Python specialist with hands-on experience building and deploying production-grade machine learning and generative AI systems. My work focuses on delivering end-to-end AI solutions: designing data pipelines, training and evaluating models, deploying them through APIs, and continuously improving performance in real-world environments. I have worked with modern AI stacks including LLM-based systems, RAG architectures, and API-driven services. I enjoy collaborating closely with software engineers, product teams, and stakeholders to ensure AI solutions are robust, scalable, and aligned with real user needs.

Available to hire

I am an AI Engineer and Python specialist with hands-on experience building and deploying production-grade machine learning and generative AI systems. My work focuses on delivering end-to-end AI solutions: designing data pipelines, training and evaluating models, deploying them through APIs, and continuously improving performance in real-world environments.

I have worked with modern AI stacks including LLM-based systems, RAG architectures, and API-driven services. I enjoy collaborating closely with software engineers, product teams, and stakeholders to ensure AI solutions are robust, scalable, and aligned with real user needs.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Advanced
French
Fluent

Work Experience

AI Engineer / AI Consultant at Freelance
January 1, 2022 - Present
Designed, developed and deployed AI/ML solutions for real-world use cases; Built end-to-end ML pipelines: data ingestion, training, evaluation and deployment; Developed and exposed AI models through REST APIs; Implemented generative AI systems including LLM-based assistants and RAG architectures; Collaborated with engineers and product teams to translate needs into scalable AI systems; Monitored model performance and iterated for robustness and efficiency
Python Engineer / Systems Architect at Independent Projects
January 1, 2019 - Present
Developed Python backend systems and automation pipelines; Built lightweight MLOps workflows using Docker and version control; Deployed AI-powered services accessible to non-technical users; Documented architectures, workflows and technical decisions
AI Engineer / AI Consultant – Freelance at Freelance (Self-employed)
January 1, 2022 - Present
Designed, developed and deployed AI/ML solutions for real-world use cases. Built end-to-end ML pipelines: data ingestion, training, evaluation and deployment. Developed and exposed AI models through REST APIs. Implemented generative AI systems including LLM-based assistants and RAG architectures. Collaborated with engineers and product teams to translate needs into scalable AI systems. Monitored model performance and iterated for robustness and efficiency.

Education

Add your educational history here.

Qualifications

Bachelor-level technical background in engineering, computing and applied mathematics
January 11, 2030 - January 20, 2026

Industry Experience

Software & Internet, Professional Services, Media & Entertainment