21.11.2025 aktualisiert
100 % verfügbar
AI/MLOps Engineer & Cloud Solutions Architect
locarno, Schweiz
Nur Remote
AWS Certified Solutions Architect – AssociateÜber mich
My experience as a FinTech co-founder taught me to look beyond the technology and focus on solving business challenges, prioritizing measurable ROI and pragmatic solutions. I build secure serverless systems that cut cloud costs by ~50%. Expert in AWS, MLOps, GenAI, Data Lakes, Terraform, Docker.
Skills
Künstliche IntelligenzAmazon Web ServicesArchitekturAutomatisierungCloud ComputingData GovernanceDatenqualitätCloud-ServicesDocker ContainerDocker for AWSAWS LambdaHuggingFaceAWS GlueMachine Learning OperationsFintech
As an AI/MLOps Engineer and Cloud Architect, I specialize in one thing:
building end-to-end, production-grade systems on the cloud.
My portfolio is the tangible proof of my core philosophy (Automation, Serverless-First, Cost-Optimization) in action:
Project 1: ReviewLens AI (serverless MLOps)
• Engineered a multi-layer AI pipeline that processes customer reviews, transforming raw feedback into actionable insights, at an estimated cost of ~$9 per million reviews.
• Built an end-to-end pipeline using Terraform (IaC) and a Step Functions "fan-out" architecture.
• Solved AWS's 10GB size & dependency limits by containerizing 4 Hugging Face models with Docker Lambdas.
Project 2: VCM - VAT Compliance Monitor (Fintech Automation)
• Designed a serverless pipeline that processes invoices at scale, creating a fully auditable and compliant data trail for FinTech, at an estimated cost of ~$18 per 10,000 invoices.
• Automated the workflow with a 100% serverless, AWS SAM (IaC) pipeline
• Leveraged AWS Textract (intelligent OCR) to extract data from scanned PDFs and AWS Glue/Athena to make it queryable.
Project 3: Data foundation for AI (Strategic ELT)
• This project captures my strategic playbook for Data Governance, turning chaotic data silos into a governed "Single Source of Truth."
• Implemented a repeatable ELT process using the Medallion Architecture (Bronze/Silver/Gold) to ensure data quality.
• Designed analytics-optimized Star Schemas to accelerate BI dashboards and prepare data for AI models.
Erfahrung
Berufserfahrung0 - 5 Jahre
Freelancer seit2025
Sprachen
EnglischverhandlungssicherItalienischMuttersprachePortugiesischverhandlungssicherSpanischverhandlungssicher
Projekthistorie
Specialized in architecting and building end-to-end, production-grade AI and data systems on AWS, with focus on IaC, Serverless-First, and Cost-Optimization
Co-founded a 3-person FinTech venture, architected entire data operation, built automated data pipeline eliminating manual errors, slashed data analysis cycle time by over 90%