01Live · 2026
A deployed full-stack risk analyzer that computes VaR, Sharpe, beta, and sector look-through, with an AI analyst and PDF or image import.
- 12+
- risk metrics
- 4
- import formats
- AI
- PDF + image parse
Next.js 16React 19TypeScriptshadcn/ui
AI Systems · Equity Research
I'm Mike Huynh. I spent my time on the research side of the desk: building DCF models, reading filings, and defending calls to an investment committee. So I know firsthand where the work gets tedious and where it quietly goes wrong. Now I build AI systems that do that work, with one rule I never bend: every number is computed in code, never guessed.
- 5
- Agents in the flagship pitch engine
- 12
- Deterministic checks gating LLM output
- 60×7
- Prompt evals cross-judged on 3 models
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Claude CodeMulti-Agent SystemsDCF ModelingSEC EDGAR / XBRLyfinanceFinnhubFRED APIUpstash RedisGammaPromptfooNotion MCPGICS Look-ThroughPythonNext.jsReactTypeScriptFramer MotionMediaPipePytestDVCRechartsClaude CodeMulti-Agent SystemsDCF ModelingSEC EDGAR / XBRLyfinanceFinnhubFRED APIUpstash RedisGammaPromptfooNotion MCPGICS Look-ThroughPythonNext.jsReactTypeScriptFramer MotionMediaPipePytestDVCRecharts
01 · Selected Work
Six projects I've built.
02Built · 2026
Five specialized AI agents that produce Wall-Street-grade equity research pitches.
- 5
- specialized agents
- ≤12
- validation gates
- 6
- live data sources
Claude CodePythonDCF EngineSEC EDGAR (XBRL)
03Built · 2026
Scheduled agent that turns a brokerage export into a Gamma deck, with its own visual QA loop.
- 16
- step pipeline
- 3
- parallel subagents
- auto
- visual QA loop
Claude CoworkPythonYAMLGamma (MCP)
04Built · 2026
Rules-driven net-worth dashboard that ingests statements, screenshots, and exports.
- 4
- account types unified
- 0
- hardcoded brokerages
- vision
- screenshot fallback
React 19TypeScriptViteFramer Motion
05Prototype · 2026
A hands-free visual workspace: a webcam is the whole interface, with hand tracking and gesture recognition running entirely in the browser.
- 9
- hand gestures
- 21
- landmarks / hand
- 40
- test suites
Next.js 16React 19TypeScriptMediaPipe Tasks Vision
06Built · 2026
A macOS menu-bar app that rewrites any selected text into an optimized prompt from a global hotkey, learning from what you accept.
- 7
- rewrite techniques
- 2
- rewrites per keystroke
- 3
- models cross-judged
SwiftSwiftUICore DataKeychain
02 · Skills
What I'm good at
AI & AgentsCore
AI Agent Orchestration
Phased multi-agent pipelines with deterministic hand-offs and validation gates.
Claude CodeMulti-agentMCPOrchestration
AI & AgentsCore
LLM Evals & Reliability
Promptfoo harnesses, LLM-judge rubrics, and prompt regression tests gating releases.
PromptfooLLM-as-judgeRegression testsValidation gates
Finance & QuantCore
Equity Research & Valuation
DCF & comps modeling and SEC/XBRL filing analysis, by company type.
DCFCompsSEC EDGAR / XBRLSensitivity
Finance & QuantCore
Portfolio & Quant Analytics
GICS look-through exposure, risk scoring, benchmarking, and attribution.
Sector exposureRisk scoringBenchmarkingAttribution
Finance & QuantStrong
Financial Data Engineering
Market & filing data sources wired with caching and rate-limit budgeting.
yfinanceFinnhubFREDUpstash Redis
AI & AgentsStrong
Automated Reporting
Analysis into scheduled Gamma decks, with screenshot-based visual QA.
GammaScheduled runsVisual QAClaude-in-Chrome
EngineeringWorking
Full-Stack & Interface
Next.js / React dashboards with Framer Motion and Recharts.
Next.jsReactTypeScriptFramer Motion
EngineeringWorking
Real-Time Interaction
Webcam hand tracking and signal filtering turned into a gesture interface that holds steady.
MediaPipeOne-Euro filterHysteresis + debounceIn-browser inference
03 · About
The background behind the build.
A UC Riverside finance grad who started on the research side of the desk and now builds the AI that runs the analysis. The short version is below; the full résumé, role by role, lives on the about page.
Experience
- Jan 2026 – PresentAI Product Builder · Portfolio Scatter
- Feb 2026 – Apr 2026Tax Preparer · Orange County United Way
- Mar 2025 – Jun 2025Tax & Accounting Intern · Cirigliano Law Firm
- Jan 2024 – Jan 2025Lead Equity Research Analyst · Hylander Student Investment Fund
Education
University of California, Riverside
B.S. Business Administration, Finance
GPA 3.75 · Dean's List · Chancellor's List
Certifications
- FINRA SIE
- IRS VITA (Basic)
- Citi Forage, Investment Banking