Skip to content
View YangKuoshih's full-sized avatar
💭
Continuously Learning
💭
Continuously Learning

Block or report YangKuoshih

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
YangKuoshih/README.md

Kuoshih (Tony) Yang

AI Solutions Architect — enterprise AI platform, governance, and enablement.

I turn manual, ad-hoc work into reusable systems other teams adopt, and I write the governance those systems run under. Twenty years in enterprise data management; the last two building production GenAI at a Federal Reserve trading and markets organization — three Microsoft Copilot agents in production, a Retrieval-Augmented Generation platform on AWS Bedrock, and an internal AI enablement platform now at 150+ users and 10,000+ sessions.

📍 Relocating to Fremont, CA · open to AI solutions architecture and enterprise AI roles


How I build

I direct coding agents against specs I own — Claude Code, Codex, Cursor, Kiro, Antigravity. The architecture decisions are mine; the keystrokes usually aren't. Everything below was built that way, and I can defend every design call in it.


Selected work

Project What it is
security-audit AI security scanner — 44 detection rules across secrets and OWASP Top 10, validated against GitLeaks, with LLM-based false-positive filtering. SARIF output for GitHub code scanning. Apache-2.0.
smart-chef-pantry-concierge Multi-agent culinary concierge on Google ADK — Gemini 2.5 Flash, Vertex AI Agent Runtime, A2A protocol, A2UI components, RAG over a recipe corpus, deployed to Cloud Run.
MarketSounding Multi-agent market intelligence platform. Enter a macro event — FOMC decision, tariff shock — and five primary-dealer AI agents debate it in real time.
fathom Autonomous web research agent. Searches, extracts, and synthesizes sourced reports with full traceability and version history.
Launch-Neo4j-With-Terraform-and-Portainer Neo4j Enterprise on AWS via Terraform and Docker, with Portainer and Caddy. A reproducible graph-database sandbox.
treasury-yield-summarizer Treasury yield-curve dashboard with AI-generated market commentary. Next.js, React, shadcn/ui.

Also built (private)

  • BeeQuill — local-first AI meeting notes. LangGraph retrieval agent with confidence scoring and query expansion, plus a custom int8-quantized vector store that cut embedding storage 4× (37 MB vs 146 MB per 100k segments) at sub-100ms retrieval. Eight LLM backends behind one adapter, an MCP server, 62 test suites.
  • Table Tennis SB — iOS & Android match tracking for competitive junior players. Live on the App Store: four languages, in-app purchases, 750+ commits over 14 months. Built it because my son competes on the US National Juniors team.
  • Whiskey Sensei — gamified prompt-engineering platform on AWS Bedrock with API Gateway, Cognito, and DynamoDB, provisioned through eight Terraform modules.

Stack

AI Agentic orchestration · RAG · AWS Bedrock · Google ADK · LangChain · LangGraph · MCP · vector databases Cloud AWS · Terraform · Databricks · Vertex AI · Cloud Run · Firestore Data Starburst · Neo4j · Collibra · semantic layer · metadata & lineage Languages Python · SQL · TypeScript · React


LinkedIn

Pinned Loading

  1. security-audit security-audit Public

    Universal security scanning skill for AI agents - finds hardcoded secrets, API keys, and vulnerabilities in any codebase. 60 regex rules (46 GitLeaks-informed secret patterns, 14 OWASP Top 10 check…

    Python 5

  2. buildwithgemini-smart-chef-pantry-concierge buildwithgemini-smart-chef-pantry-concierge Public

    Multi-agent culinary concierge on Google ADK — Gemini 2.5 Flash, Vertex AI Agent Runtime, A2A protocol, A2UI rich components, RAG over a recipe corpus, and Imagen 3 dish photography. Deployed to Cl…

    Python 1

  3. Launch-Neo4j-With-Terraform-and-Portainer Launch-Neo4j-With-Terraform-and-Portainer Public

    Neo4j Enterprise on AWS via Terraform and Docker, with Portainer and Caddy — a reproducible graph-database sandbox for rapid experimentation.

    Jupyter Notebook 1

  4. fathom fathom Public

    Autonomous web research agent — searches, extracts, and synthesizes sourced reports with full traceability and version history.

    Python

  5. MarketSounding MarketSounding Public

    Multi-agent market intelligence platform — enter a macro event and five primary-dealer AI agents debate it in real time.

    TypeScript

  6. treasury-yield-summarizer treasury-yield-summarizer Public

    Treasury yield-curve dashboard with AI-generated market commentary — yield curve charts, rate tables, and per-tenor summaries.

    TypeScript