Full Stack Software Developer with over 4 years of experience in designing and building user-centric web applications, alongside a strong foundation in quantitative analysis for trading environments. Proficient in React, TypeScript, CSS frameworks like Tailwind, and front-end testing frameworks such as Jest. Experienced in translating design wireframes into interactive front-end experiences, optimizing applications for performance and scalability, and implementing quantitative models to support trading strategies. Skilled in working within Agile environments and collaborating effectively with cross-functional teams.Skills:Java, SQL, Python, JavaScript, PHP, C++, Node.js, Spring Boot, HTML, CSS, React.js,Docker, Azure, GitLab, AWS, MS SQL Server, PL/SQL, Pandas, PyTorch,RESTful APIs, Microservices, Cloud Computing, CI/CD Pipelines, Agile Methodologies, Quantitative Analysis, Backtesting, High-Frequency Trading, Market Data Analysis
Dsd Assist By Numeric Computer Systems
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Software DeveloperDsd Assist By Numeric Computer Systems Nov 2024 - PresentSydney, Nsw
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Quantitative AnalystExponential Trading May 2023 - Nov 2024Sydney, Nsw- Conducted in-depth data collection and analysis on historical market trends, identifying potential trading signals and inefficiencies to support strategic decision-making.- Collaborated with quantitative researchers to design and backtest trading strategies such as statistical arbitrage and market-making, achieving high success rates in simulations and real-world applications.- Implemented and optimized trading algorithms in Python and C++, integrating real-time risk management controls, such as position limits and stop-loss mechanisms, to manage portfolio risk.- Developed and maintained APIs for seamless integration with exchanges, enabling real-time data feeds and fast order execution through RESTful and WebSocket interfaces.- Reduced latency in high-frequency trading environments through code optimization and infrastructure improvements, resulting in increased trading speed and efficiency.- Managed trade data and market feeds using MS SQL and PostgreSQL, ensuring secure and efficient data storage to support analysis and performance tracking.- Conducted automated and stress testing using Jest and NUnit frameworks, simulating high-volatility scenarios to ensure system stability and reliability.- Deployed trading algorithms using CI/CD pipelines with Docker and Kubernetes, streamlining updates and patches for real-time applications.- Monitored trade performance in real-time with ElasticSearch/Kibana, tracking key metrics to optimize system responsiveness and identify improvement areas.- Performed post-trade analysis to evaluate strategy profitability, drawdown, and risk-adjusted returns, collaborating with team members to refine models and optimize future trades. -
Full-Stack DeveloperTop Logistics Australia Mar 2022 - Nov 2024Sydney- Developed cross-border air and sea logistics customs clearance system, enhancing compliance efficiency and ensuring timely delivery for partners like Taobao, Amazon, and Temu.-Built a truck dispatch management system, improving route optimization and reducing delivery times by 25%.- Developed a comprehensive logistics enterprise management system, centralizing data for streamlined operations across multiple departments.- Implemented warehouse scanning system, increasing inventory accuracy by 30% and expediting order processing.- Designed and maintained integrated front-end and back-end solutions with high-performance databases, achieving 99.9% system uptime and processing 2,000+ transactions daily.
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Full-Stack Developer腾讯游戏 Aug 2020 - Dec 2021Chengdu- Developed scalable backend infrastructure to support real-time multiplayer for 100,000+ concurrent players, optimizing game state synchronization and reducing latency by 15% to enhance player experience.- Implemented a matchmaking system using efficient algorithms to balance skill levels, ensuring fair and engaging matches across regions.- Designed and integrated RESTful and WebSocket APIs to handle real-time gameplay events, including player actions, game logic, and social features, achieving a consistent and responsive user experience.- Built and optimized front-end game interfaces with responsive design for mobile devices, ensuring smooth control and intuitive interactions for over 1 million daily active users.- Collaborated on in-game chat and social features to enhance community engagement, enabling team coordination and seamless player interactions within the game environment.- Integrated anti-cheat and security protocols to prevent in-game exploits and maintain data integrity, ensuring a secure and fair gaming environment for all users.
Julia Liu Education Details
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81 Wam -
85 Wam
Frequently Asked Questions about Julia Liu
What company does Julia Liu work for?
Julia Liu works for Dsd Assist By Numeric Computer Systems
What is Julia Liu's role at the current company?
Julia Liu's current role is Full Stack Developer | Data Analyst | Ex-Tencent.
What schools did Julia Liu attend?
Julia Liu attended University Of Sydney, Kaplan Business School, Chongqing University.
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