Who I Am
Senior Software Engineer with a product mindset. Specializing in web full-stack development and GenAI integration, with nearly five years of experience from iͪ̔d̴eḁͯti͕on to deployment.
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Why Work With Me?
I'm ready to jump into your project and take full ownership, whether working autonomously or collaboratively in teams.
I bring a holistic approach to every project. My background as a former librarian gives me a unique perspective on information architecture and knowledge management, which I incorporate into my engineering and design work. I constantly push for cross-functional collaboration and interdisciplinary thinking.
Professional Journey
Senior Software Engineer - AI Engineer @ Stealth Startup
Oct 2025 - Present | Remote, San Francisco
Senior AI Engineer @ Marvik
May 2025 - Oct 2025 | Remote, Uruguay
- Automated 80 manual hours by transitioning an LLM Agent project from a non-functional POC to a production-ready MVP. Stack: Gemini, LangChain, LangGraph, Playwright, FastAPI, and AWS.
- 50% reduction in front-end workload by automating development for backoffice applications through an AI-driven workflow. Stack: v0, Typescript, Python, Streamlit, FastAPI, AWS, React, Shadcn and Vite.
Senior Software Engineer - AI Team @ BuildWithin
Feb 2024 - May 2025 | Remote, USA
- Led ten engineers in full-scale platform refactoring, meeting a one-month deadline. Stack: TypeScript, Next.js, tRPC, PostgreSQL, SST, and AWS.
- Led a team of three engineers in developing an AI-powered job-candidate matching system, building a testing dataset and ETL pipelines for ingestion and evaluation. Stack: Python, FastAPI, HuggingFace, AWS, S3, and Qdrant.
- Reduced token usage by 80% by engineering an LLM Long-Term Memory solution with scalable multi-tenant architecture and versioning. Stack: TypeScript, Next.js, tRPC, Langchain, and ElasticSearch.
- Led product refactoring, conducting user interviews and Business Model Canvas sessions with 20 stakeholders to identify core business and usability issues, and proposing a strategy.
Founding Software Engineer [Part-Time] @ Fair Share Group
Dec 2023 - Feb 2024 | Remote, Melbourne, Australia
- Joined as an equity-only founding engineer in this early-stage startup
- Developed initial codebase and implemented CI automation workflows
- Led engineering architecture decisions for offshore startup with global team
- Collaborated with distributed teams across India, Australia, and China
Software Engineer @ Mercado Libre
Mar 2021 - Feb 2024 | Remote, Argentina
- Championed and developed LLM RAG chatbot for AI-Powered Help Center, reducing CS team load by 45%. Pioneered one of the first LLM features in the company, becoming the go-to person for GenAI in the vertical. Stack: OpenAI, TypeScript, React, Express, Python, Langchain, ChromaDB, DynamoDB, DataDog.
- GenAI and Accessibility reference inside the vertical, leading workshops and training for 100+ designers and product team members.
Full Stack Engineer [Part-Time] @ Freelance
Jul 2020 - Feb 2024 | Remote
- Developed web applications using Typescript, React, Vue, Gatsby, Node, Express, Hono and Strapi (CMS)
- Designed user interfaces and interactive prototypes with Figma
- Rapidly adapted to new technologies based on customer requirements
- Direct communication with clients and stakeholders
Skills & Expertise
- Frontend & Backend Development: React, Next.js, Express, Vue, Gatsby, Langchain, PostgreSQL, Lerna, Strapi, Tailwind...
- Design: Figma, Photoshop, Miro, Krita, Gimp
- AI & Data: GenAI solutions, Langchain, Langsmith, TensorFlow, Ollama, Replicate, VectorDB, Knowledge Graphs
- Tools & Platforms: DataDog, Kibana, NewRelic, Framer, Retool, Posthog, Hotjar...
Languages
- English: Full Professional Proficiency.
- Spanish: Native Proficiency