interface KurryTran {
// Core Expertise
readonly roles: ["AI Engineer", "Quantitative Trader", "Systems Architect"];
readonly experience: {
total: "14+ years in software engineering",
ai: "5+ years in production AI/ML",
trading: "5+ years in quantitative finance"
};
// Professional Focus
readonly specialties: [
"Multi-Agent LLM Systems",
"Financial AI/ML Pipelines",
"High-Performance Trading Infrastructure",
"On-Device ML & Security"
];
// Achievements
readonly metrics: {
patents: "7 US Patents",
trading: "$1M+ in Annual Arrival Slippage Reduction",
automation: "38% faster incident response"
};
// Current Focus
readonly currentMission: "Building autonomous AI systems that think and trade";
readonly philosophy: "Bridging cutting-edge AI with institutional finance";
}graph TD
A[🤖 Multi-Agent<br/>Systems] --> B[🧠 AI Decision<br/>Making]
B --> C[📊 Financial<br/>Markets]
C --> D[💰 Alpha<br/>Generation]
D --> A
style A fill:#1f77b4,stroke:#fff,stroke-width:2px,color:#fff
style B fill:#ff7f0e,stroke:#fff,stroke-width:2px,color:#fff
style C fill:#2ca02c,stroke:#fff,stroke-width:2px,color:#fff
style D fill:#d62728,stroke:#fff,stroke-width:2px,color:#fff
| 🚀 Project | 📖 Description | ⚡ Tech Stack | 🔗 Links |
|---|---|---|---|
| Android CI/CD & Architecture May 2025 |
A comprehensive case study of a modern Android application's CI/CD pipeline and clean architecture implementation. Covers secure development practices, multi-environment support, and automated testing strategies. | 📂 Repo • 🌐 Case Study | |
| Hedge Fund Analyst May 2025 |
Advanced analytics toolkit for hedge fund research, portfolio optimization, and risk management. | 📂 Repo • 🌐 Case Study | |
| Earnings Call Analysis May 2025 |
NLP-powered sentiment analysis of earnings calls with predictive market impact modeling. | 📂 Repo • 🌐 Case Study | |
| UNH Case Study May 2025 |
Comprehensive Python-based analytical framework and case study for UNH research project. | 📂 Repo • 🌐 Case Study |
| Dataset | Description | Records | Time Period | Key Features |
|---|---|---|---|---|
| S&P 500 Earnings Transcripts | Complete transcripts of quarterly earnings calls | 33,000+ | 2005-2025 | Structured speaker segmentation, company metadata, temporal data |
| S&P 500 Tone Dataset | Tone dispersion metrics from S&P 500 earnings calls | 33,362 | 2005-2025 | Captures sentiment variability, useful for market prediction models |
| Institutional Holdings 13F | Quarterly 13F filings from institutional investors | 179 quarters | 1980-2024 | Includes holdings data, investor embeddings, and asset embeddings |
Financial Analysis: Extract insights from earnings calls and SEC filings • Sentiment Tracking: Monitor executive tone and market sentiment • Institutional Research: Analyze hedge fund positions and investment strategies • Market Prediction: Build models using alternative data sources
Innovation Areas: Secure Systems • AI/ML • Fintech • Authentication • Blockchain • Document Authorization
Patent Assignee: Capital One Services, LLC
Co-Inventors: Zhe Liu, Jeremy J. Phillips, Kurry Lu Tran
📋 View Patent Details
| 🏷️ Patent ID | 📋 Title | 📅 Date | 🔗 Link |
|---|---|---|---|
| US-2021201259-A1 | Intelligence platform for scheduling product preparation and delivery | 2021-07-01 | 🔍 View |
| US-11636541-B2 | Secure system | 2023-04-25 | 🔍 View |
| US-12182816-B2 | Transaction confirmation and authentication based on device sensor data | 2024-12-31 | 🔍 View |
| US-2024394675-A1 | Aggregation of ATM device-related information and/or factor-based selection of an ATM device | 2024-11-28 | 🔍 View |
| US-2020118073-A1 | Blockchains for secured transport of a tangible financial product | 2020-04-16 | 🔍 View |
| US-11816674-B2 | Methods, mediums, and systems for document authorization | 2023-11-14 | 🔍 View |
| US-11393204-B2 | Monitoring systems and methods | 2022-07-19 | 🔍 View |
|
B.S. Computer Engineering New York, NY |
B.A. Economics & Mathematics Middletown, CT |
Amazon Web Services (AWS)
AWS Certified Solutions Architect - Associate
📅 Issued: August 2017 • Expired: August 2019
🏷️ Credential ID: BTLJQ0RKC2V11D5P
|
Chasing the next encore |
Predicting the play, one stat at a time |
Navigating investment landscapes |
|
Collecting experiences, not just stamps |
Inspired by structural artistry |
Pondering consciousness & AI ethics |