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kellyshi888/README.md

Hi, I’m Kelly Shi 👋

Senior backend/platform engineer building scalable systems and AI-driven products in healthcare and fintech.

🔗 Connect with me

🚀 What I work on

  • LLM-powered workflows & agentic systems
  • Scalable backend services & microservices
  • Data pipelines, event-driven systems, and integrations
  • Real-world AI applications in healthcare & fintech

🛠️ Tech Stack

Backend & Systems

Python Java TypeScript FastAPI Flask Django

Architecture & Patterns

Microservices

DDD

Data Pipelines

Event Driven

Cloud & Infrastructure

AWS Docker Kubernetes Terraform

Data & Streaming

Postgres Redis Kafka Airflow

Dev & Tooling

Git GitHub GitHub Actions Linux

📌 Featured Projects

  • LLM-powered care plan generation — human-in-the-loop AI workflows for healthcare
  • Real-time market analysis pipelines — streaming indicators & event detection

Always building, learning, and exploring better system design.

Popular repositories Loading

  1. careplan_ai_demo careplan_ai_demo Public

    LLM-powered care plan generation with human-in-the-loop

    Python

  2. trading_macd_streaming_demo trading_macd_streaming_demo Public

    Real-time stock MACD analysis with multi-timeframe streaming, intelligent event detection and notification.

    TypeScript

  3. kellyshi888 kellyshi888 Public