01
The challenge
Researchers need one workflow for discovering, ingesting, understanding, translating, and discussing papers across formats and languages.
Research AI · RAG · Microservices
PaperFlow
A research assistant for grounded paper chat, semantic discovery, summarization, translation, OCR, voice interaction, and AI-generated questions.
Eight specialized services plus an API gateway
Implementation details presented without public source code.
02
Engineering approach
I designed specialized services for ingestion, retrieval, summarization, translation, OCR, voice, export, and autonomous discovery around shared data and vector infrastructure.
03
Selected outcomes
- Supports source-grounded conversations with uploaded papers.
- Combines semantic discovery, Arabic-English translation, and OCR.
- Adds speech-to-text, text-to-speech, and multi-format exports.
- Keeps the implementation private while presenting the architecture and product work.
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