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Germán MolinaGM
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Germán Molina

@germnmolina

Senior Software Engineer building RAG pipelines and AI automation agents as a freelancer.

Colombia
Message

As a Freelance Software / AI Engineer, I design and deploy RAG pipelines that turn unstructured documents into usable answers. I also build and improve React applications.

I build automation agents for different parts of software development pipelines and own the end-to-end pipeline, from cloud infrastructure and data models to APIs, UI, and deployment.

At Servicetitan, I developed components and layouts for the content team and worked with SEO, CRO, and Content colleagues to deliver features. I also improved Core Web Vitals across three sites and added structured data to support crawling.

Experience

Work history, roles, and key accomplishments

FR
Current

Freelance Software / AI Engineer

Freelance

Dec 2025 - Present (9 months)

Design and deploy RAG pipelines that turn unstructured documents into usable answers. Build automation agents that own different parts of software development pipelines, and own the whole pipeline end-to-end including cloud infra, data model, API, UI, and deployment.

Trafilea logoTR

Senior Software Engineer

May 2023 - May 2024 (1 year)

Developed high-performance e-commerce functionalities using Next.js App Router and Node.js. Implemented a recurrent purchase feature from scratch increasing revenue, and mentored junior developers while participating in code reviews to ensure adherence to clean code and testing standards.

NC

Senior Software Engineer

Newton Vision Corporation

Jun 2022 - May 2023 (11 months)

Built a pricing application from the ground up utilizing Nest.js for backend architecture and React/Next.js for the UI. Designed relational database schemas in SQL (PostgreSQL) with complex migration scripts for heavy enterprise data, and configured containerized deployments with Docker and orchestrated CI/CD pipelines targeting AWS ECS and RDS.

Huge logoHU

Senior Software Engineer

May 2021 - Jun 2022 (1 year 1 month)

Worked on Google's job platform (Kormo), building user interfaces and Node.js middleware APIs to connect frontend clients. Participated in the full SDLC, optimizing accessibility (WCAG) and cross-browser performance for global users.

PF

Senior Software Engineer

Pevaar Software Factory

Mar 2020 - May 2021 (1 year 2 months)

Designed and implemented a modular backend system for an e-learning platform using Nest.js, Express, and SQL. Migrated a legacy AngularJS app to React and TypeScript while establishing unit testing strategies with Jest.

Globant logoGL

Web UI Developer

Dec 2018 - Feb 2020 (1 year 2 months)

Built web apps using React and Node.js REST APIs for top-tier fintech clients with strict security protocols. Optimized client-side rendering performance and SQL data querying for complex financial dashboards.

PE

Software Engineer

Pevaar

Jul 2016 - Nov 2017 (1 year 4 months)

Developed full-stack web applications using .NET WebAPI, Angular, and SQL database management for booking systems.

Education

Degrees, certifications, and relevant coursework

SE

SENA

Análisis y desarrollo de sistemas de información, Information Systems

2014 - 2015

Completed a program in analysis and development of information systems at SENA from 2014 to 2015.

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