About

Lin Luo (Calder)

Agent Developer | Communication Engineering @ BISTU (Beijing Information Science & Technology University)

Beijing, China | Expected Graduation: July 2028

Profile

I build multi-agent systems and AI-driven MVPs, taking projects from napkin sketch to production. My work spans LBS recommendation engines, vision-powered financial tools, and text-to-SQL agents – most built under hackathon pressure and later refined for real users. Active contributor to Datawhale and WaytoAGI communities, with 1.6k+ GitHub stars across open source projects.

Experience

DeepWisdom – Agent Algorithm Intern

Oct 2025 - Jan 2026

Enterprise SEO Agent: Aggregated 7+ heterogeneous data sources (Google Trends, GDELT, etc.). Automated 150+ technical audits and implemented AI-driven auto-fixes, boosting core page SEO scores from 60 to 80.
DeepResearch Module: Built a smart research report module using RAG to integrate sentiment analysis and BLS labor data. Transformed raw retrieval data into 2k-3k word high-density market insights.
Automation Workflows: Architected an asynchronous “Local Script + Webhook” system to bypass high-concurrency API bottlenecks. Integrated internal marketing systems + Supabase + Zapier for closed-loop GEO content strategy.

Technical Skills

AI & Agents

Prompt Engineering RAG Multi-Agent Orchestration Text-to-SQL Vision LLMs LangChain

Full-Stack Development

Python FastAPI React TypeScript Node.js

DevOps & Tools

Docker Linux Git MySQL Supabase Zapier

Product Strategy

MVP Development PMF Validation User Persona Analysis SEO Strategy

Connect

Open to open source collaboration, contract work, and full-time opportunities. Reach me at johnrobertdestiny@gmail.com.

Find me on GitHub, X (Twitter), Telegram, CSDN, or Juejin.