Frederic Ferrera

Software engineering studio specializing in applied AI engineering and SaaS platforms. Helping businesses replace manual processes with intelligent workflows that cut costs, reduce errors and scale without adding headcount. Key projects: • Optimia (Dec 2025 – Present): CTO (Freelance). Set technical direction, CI/CD strategy, infrastructure on GitLab. Led product development on Supabase and Scaleway. Coached junior engineers on Scrum and code review. • Kigs (Oct 2025 – Present): Senior Software Engineer. CI/CD pipelines strategy, DevOps best practices. Underground music community platform with RAG capabilities. • AnalyseContrat.fr (Jul 2025 – Present): Founded AI legal analysis platform for contracts. Integrated PyLegifrance for official French legal texts and case law. • Lexigram (Mar 2025 – Present): AI agent for French law summarization and Instagram publishing. Serverless ETL pipeline. • PyLegifrance (Apr – Jun 2025): Production Python SDK with OAuth2 for French legal content. CI/CD automation and PyPI publication. Stack: AWS Lambda, API Gateway, CloudFront, DynamoDB, Cognito, TypeScript, Python, Supabase, Scaleway, Claude API, MCP Server, FastAPI, RAG, GitHub Actions

Delivered backend systems for transport, biotech, and AI workflows in agile Scrum teams, following TDD/BDD practices, using IaC (AWS CDK, CloudFormation), and maintaining well-documented merge requests for team collaboration. Key projects: • Mautomobile: Designed and maintained production APIs with AWS Lambda, DynamoDB, PostgreSQL, API Gateway and CloudWatch. • Codesigner: Developed an MLOps platform to streamline testing of embedded ML models on virtual hardware. Automated model deployment, validation, and monitoring. • BEAT: Built a scalable CMS on ECS with Strapi, automated ETL and data analysis workflows. • Mantik: Improved infrastructure reliability with AWS CDK, introduced GitLab CI/CD review apps, standardized documentation practices. • Amber: Managed EKS clusters, CI/CD pipelines, and Kafka + MongoDB ETLs (Python), ensuring performance and reliability at scale. Stack: AWS Lambda, ECS, EKS, DynamoDB, PostgreSQL, API Gateway, CloudFormation, CDK, CloudWatch, Strapi (TypeScript), Python, Docker, GitLab CI/CD, Kafka, MongoDB, Helm, TDD, BDD

IT support and invoices processing, performed bank reconciliations, ensuring accuracy and timely financial record-keeping. Managed Windows Server infrastructure and developed Excel VBA automation tools. Stack: Windows Server 2012, Excel VBA

Research internship in computer security and networking at the European Centre for Information Technology (ECIT) at Queen's University Belfast.