MSc in Machine Learning | LLM fine-tuning & PyTorch specialist | 2+ years full-stack dev and AI Research + 6 months ML and full-stack freelancing. Hands-on with RAG, model optimization & deployment, REST APIs, CI/CD and deployment. Open to immediate relocation to Switzerland — seeking ML/AI Engineer or full-stack developer roles.

Gil Silva

MSc in Machine Learning | LLM fine-tuning & PyTorch specialist | 2+ years full-stack dev and AI Research + 6 months ML and full-stack freelancing. Hands-on with RAG, model optimization & deployment, REST APIs, CI/CD and deployment. Open to immediate relocation to Switzerland — seeking ML/AI Engineer or full-stack developer roles.

Available to hire

MSc in Machine Learning | LLM fine-tuning & PyTorch specialist | 2+ years full-stack dev and AI Research + 6 months ML and full-stack freelancing. Hands-on with RAG, model optimization & deployment, REST APIs, CI/CD and deployment. Open to immediate relocation to Switzerland — seeking ML/AI Engineer or full-stack developer roles.

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Language

Portuguese
Fluent
English
Fluent
French
Beginner
Spanish; Castilian
Advanced

Work Experience

full-stack Developer at NDrive
October 1, 2023 - November 1, 2025
Developed scalable backend and frontend solutions for GPS navigation, location-based services, and automotive/mobile applications specializing in offline/on-board maps turn-by-turn navigation, real-time traffic, and connected mobility solutions. Key responsibilities and achievements: Built robust backend/frontend using Go, TypeScript/JavaScript, FastAPI, and REST APIs Managed scalable data with AWS (EFS, ECS, DynamoDB) and MongoDB for location/navigation data handling Implemented CI/CD pipelines with Bitbucket, Docker, and Docker Compose to accelerate development and deployment Designed and deployed a global authentication system using Keycloak, AWS services, OAuth 2.0/OpenID Connect, 2FA, and secure data sync via AWS SNS Performed comprehensive testing (unit/end-to-end) with Cypress, Postman, DOM testing, and Python scripts for code quality and reliability Created Python automation scripts for internal processes, requirement consulting, and repository management Worked in Agile/Scrum environment using Atlassian tools (Jira, Confluence, Bitbucket), collaborating with cross-functional teams

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