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yike5460/README.md

Ke Yi (Aaron) πŸš€

Engineering Manager & Cloud Native Architect | Generative AI Evangelist | Open-Source Obsessive

πŸ“ Beijing, China/Calgary, Canada | πŸ“§ yike0917@gmail.com | πŸ”— GitHub | πŸ’Ό LinkedIn


TL;DR (For Hackers Scrolling Fast)

18+ years of cloud infrastructure warfare experience with battle scars from AWS, Intel, Spirent and my own startup...

  • Self-hiring: 2 startup co-founder (SEO, video native)
  • AI Whisperer: Built 100+ production AI deployments (PE/RAG/Agents/CompyUI/Stable Diffusion)
  • Patent Factory: 7 patents filed across 3 continents
  • Cloud Shaman: 9 AWS certs + Serverless MVP awards
  • Team Hivemind: Led global squads to build 1.2k+ deployments (APAC/US/UK time zones mastered)

Highlights Reel

while True:
    build(cloud_native_systems())
    automate(all_the_things())
    contribute(open_source=True)
    if new_tech_emerges():
        geek_out()  # See latest obsession ↓

Recent Builds (2026)

What I've been shipping lately β€” from autonomous agents to prediction markets.

Agent Systems

Project What It Does
PolyTrader Fully automated Polymarket trading system β€” Bayesian inference, multi-persona analysis, multi-source signals, whale tracking, live CLOB execution, adaptive position sizing...
Digital Marketing Agent Autonomous brand-building agent β€” closed-loop SEO/GEO pipeline, trending topic discovery, Claude Code article generation, D1 publish
Skill Hub Curated Claude Code skills β€” market research module with LLM keyword gen, Veo 3 video generation, Brave Search data sourcing

Products & Platforms

Project What It Does
ShotAI AI-native video asset management system
ScienceComics Interactive science learning comics platform β€” tutorial system, onboarding demos, Cloudflare Pages + Workers
eChloe Image compression and transformation for UI/UX designer and frontend developer

Content & Data

Project What It Does
fp8.co Technical AI blog and newsletters β€” covering agentic development, architecture dive deep, skill exploration
aifunding.me AI startup funding tracker β€” deal collection, investor analysis, sector-level reports

Quant & Trading

Project What It Does
PolyTrader Prediction market quant system β€” multi-source signals (news, on-chain, whale wallets), adaptive position sizing, 24h sell-failure cooldown, chain sync

Legacy Projects

Main Arsenal

  • 10+ Vertical Industry Assets based on AWS
  • Intelli-Agent - Data ETL meets Agent Orchestration (Python/Typescript)
  • Stable Diffusion AWS Extension - Brought txt2img chaos to enterprise clouds
  • AWS GenAI CI/CD Suite - Because manual PRs describe and code review are the legacy
  • Claude Prompt Generator - Transform your ChatGPT prompts into Claude ones
  • HeyAgent - Marketplace of Agentic Templates for deterministic agent prototyping

Side Quests


Current Status: Deploying AI agents by day | Hacking side projects by night | Automating my routine workflow

Pinned Loading

  1. awslabs/aws-ai-solution-kit awslabs/aws-ai-solution-kit Public archive

    Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Seg…

    Python 186 30

  2. anything-on-xc anything-on-xc Public

    TypeScript

  3. aws-samples/claude-prompt-generator aws-samples/claude-prompt-generator Public archive

    Python 1.3k 121

  4. aws-samples/aws-genai-cicd-suite aws-samples/aws-genai-cicd-suite Public archive

    Elevate Your DevOps Pipeline with Generative AI

    TypeScript 27 11