PERSONALAI AGENTWORKFLOW AUTOMATION•Research
Autonomous Multilingual Research & News Digest Agent
Autonomous AI agent that crawls, synthesizes, and generates audio podcast digests from global technology publications every morning.
Key Outcome: 120+ consecutive automated daily digests

Quick Facts
Timeline / Year
2026
My Role
Lead Engineer
Industry
Research
Core Stack
Python, LangGraph, FastAPI
The Business Problem
Information overload across academic preprint servers and international technology news made it impossible for busy developers and researchers to stay up to date with relevant breakthroughs.
Implemented Solution
Created an end-to-end pipeline that crawls selected RSS and research portals, evaluates paper significance, writes concise bullet summaries in Vietnamese and English, and produces synthetic speech audio digests.
Role & Responsibilities
Solo Developer & Creator: Designed agentic crawler with LangGraph, implemented content scoring heuristics, and deployed automated morning audio delivery.
Architecture & Implementation Details
The workflow runs every morning at 6:00 AM via scheduled cron, deduplicates articles via vector embeddings, filters key insights using Claude 3.5 Sonnet, and renders clean audio files via local TTS.
Verified Outcomes & Business Impact
Delivered 120+ consecutive daily audio editions without failure, condensing 3 hours of daily reading into an actionable 10-minute briefing.
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