Lucy Tran
Lead Developer, Infrastructure Architect, Full-stack Dev, Quant Dev Smart-contract Trading System @Upwork
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WORK HISTORY
Lead Developer, Infrastructure Architect, Full-stack Dev, Quant Dev Smart-contract Trading System @Upwork
Leading design and implementation of a modular trading system— Architected cloud infrastructure on Google Cloud for event-driven signal processing, risk controls, and automated execution— Defined API contracts and data schemas for backend engine— Advised on technical roadmap, milestone planning— Automated deployment with Terraform and Kubernetes, ensuring zero-downtime updates and scalable service tiers.
EDUCATION
Lambton College
Postgraduate Degree, AI and Machine Learning
Hanoi University of Science and Technology
Engineer's degree, Mechatronics, Robotics, and Automation Engineering
ABOUT LUCY TRAN
Are you a trader seeking to automate your edge with AI, or a startup needing a robust web application built from concept to deployment? I specialize in transforming complex ideas into high-performance digital solutions.With expertise in and, I build. & : Custom AI Trading Bots & Algo Systems • Develop bespoke AI trading bots (arbitrage, HFT, scalping, market-making, DCA, grid, sniper), algorithmic trading systems, OMS/EMS, & trading dashboards for Stocks, Crypto, Forex, tailored to your strategy. • Integrate AI/ML predictive models (LSTM, Transformers, RL), NLP sentiment analysis (SpaCy, Hugging Face, GPT-4), & market data analysis for smart signal generation. • Build low-latency FastAPI/Python/Java (Spring Boot) backends with WebSockets for real-time data processing (L2 order books, signals) & secure API integration (Binance, Bybit, MEXC, KuCoin, Kraken, Uniswap, Coinbase Pro, Interactive Brokers). • Implement comprehensive backtesting frameworks (QuantConnect LEAN) & custom TradingView/Pine Script strategies & indicators- • Deliver end-to-end web apps: UI/UX design, responsive frontend (React, Angular, Next.js, Vue.js, TypeScript, Tailwind), backend APIs (Python - Flask, FastAPI; Java - Spring Boot, Hibernate; Node.js - Express), & seamless DevOps. • Robust cloud deployment (Docker, Kubernetes on AWS, GCP, Azure, DigitalOcean, Railway) with CI/CD (GitLab CI/CD, Jenkins) for 24/7 uptime & automated scaling. • Expertise in diverse database systems (PostgreSQL, MySQL, MongoDB, DocumentDB, SAP HANA, Redis, Elasticsearch, SQLite). • Develop MVPs engineered for security, reliability, & growth. Let’s Elevate Your Trading Strategy!Need a bot or trading system that adapts to your exact strategy? Want real-time APIs, ML models, or backtesting? Let’s bring it to life. now or to your job for a —let’s turn your trading ideas into reality Explore my portfolio: https://lucydev.netlify.app
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