Founder · 2024–Present
Marovi AI: Research Comprehension & Translation
A platform that makes research accessible across languages. Provider-agnostic LLM API, agentic translation pipelines, crowdsourced correction loops, and evaluation infrastructure across 9+ languages. Selected top 10% at Y Combinator twice.
Why Marovi
Research shouldn't have a language barrier.
Most of the world's research is published in English. Marovi makes it accessible to Spanish, Portuguese, French, and other language communities through high-quality, domain-aware translation with human-in-the-loop corrections.
Architecture
Full-stack, provider-agnostic, evaluation-driven.
- Provider-agnostic API: routes across OpenAI, Anthropic, Google, and DeepL with unified interface, request batching, and response caching.
- Agentic translation pipelines: glossary enforcement, structured output (Pydantic schemas), and multi-pass quality checks.
- Crowdsourced correction loops: user edits, reviewer votes, and canonical version tracking across 9+ languages.
- Evaluation infrastructure: benchmark frameworks (FLORES, XL-SUM) and LLM judge systems for automated quality assessment.
- Deployment: AWS with MediaWiki frontend, Python orchestration, and cost-optimized serving.
Recognition
- Y Combinator top 10%: selected twice across application rounds.
- 9+ languages supported with active translation content.
- Born from the intersection of bilingualism and ML: a personal mission turned product.