🎓 Current Student at Johns Hopkins University | M.Sc. Electrical and Computer Engineering | Graduating in 2025I'm a passionate Electrical and Computer Engineering master's student at Johns Hopkins University with a keen interest in integrating my academic knowledge into real-world applications. My foundation in backend software development coupled with expertise in Machine Learning positions me uniquely at the intersection of hardware and software domains.🔍 Areas of Expertise:Backend Software Development: Proficient in Python, SQL, Django Rest Framework to design RESTful APIs with experience in building and optimizing robust backend systems.Machine Learning: Adept at leveraging data to build and refine algorithms, with a focus on PyTorch, TensorFlow.🌱 Seeking Opportunities:Actively looking for internship roles where I can contribute to innovative projects, learn from industry experts, and further hone my skills in the Electrical and Computer Engineering domains.
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Software EngineerAmazonRedmond, Wa, Us
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Co-FounderJyours Jan 2024 - PresentGaithersburg, Maryland, United States➢ Trained, validated and tested Large Language Models (LLMs) fine-tuned by llama used in the pharmaceutical industry for molecule generation and optimization by PyTorch, ➢ Utilized React in the frontend and Flask in the backend to encapsulate trained LLMs according to the API documentation by OpenAI to build an interactive molecular optimization application for users.➢ Applied Redis and Nginx for high-concurrency processing, which reduced the average response time of the system by 81% and increased the concurrent processing capacity by 300%.➢ Designed and developed the company's official website, which has now reached more than 2k views per month. -
Software EngineerNextdish May 2024 - Aug 2024San Jose, California, United States➢ Designed, implemented and tested new backend APIs in Java and gRPC for order notification and customer reminder of APP and Web, improving 2k merchants’ meal delivery process and 500k users’ order experience. ➢ Developed the management system on the merchant side with Vue.js in the frontend and Spring Boot in the backend, shortening the average online time of new merchants from 3 days to 1 day, and constructed APIs for dishes CRUD on the merchant side. ➢ Adopted the content-based publish/subscribe model to facilitate communications between the backend and frontend integrating Apache Kafka with Spring Cloud Stream, resulting in a 40% reduction in latency. ➢ Handled a downstream endpoint QPS rising incident with engineers from another two teams using Chronosphere and Scalyr to monitor traffic and error logs, detecting, fixing, and preventing the problem. -
Research AssistantUniversity Of Cincinnati Oct 2022 - May 2023Cincinnati, Ohio, United StatesDeep Learning Techniques for fMRI Finger-printing ➢ Developed a novel Graph Neural Network (GNN) framework, leveraging the PyTorch library, to analyze fMRI data and identify neurological biomarkers at both regional and cross-regional levels.➢ Addressed traditional graph-based limitations by introducing a unique clustering-based embedding in the graph convolutional layer.➢ Refined the approach to view each subject's brain as a complete graph, learning ROI-based graph embeddings, facilitating accurate neurodisorder patient classification and cognitive task decoding. -
Back End DeveloperZheshang Securities Co. Ltd. Jan 2022 - Jul 2022Chongqing, China➢ Implemented a framework of trading system. Implemented the backend services in Java by using Spring Boot and Spring Cloud. Implemented the frontend with JavaScript. ➢ Used Java and MySQL database to automate the transaction report generation process and improved reporting efficiency. ➢ Developed User Interfaces (UI) using WebStorm to facilitate internal trading websites. ➢ Added unit tests to the system and improved the test coverage by 10%. -
Software EngineerSiemens May 2021 - Aug 2021Nanjing, Jiangsu, China➢ Developed the backend of the production management system with Python and Django Rest Framework, integrating inventory management, assembly line operation, order tracking by RESTful APIs.➢ Enhanced development efficiency and deployment workflows by creating CI/CD pipelines on Azure DevOps reducing build time from 30 minutes to 10 minutes, and deployment time from 1 hour to 15 minutes.➢ Implemented synchronized ETL of more than 1TB data by Azure Data Factory from MySQL and MongoDB to Data Warehouse, improving accuracy and timeliness of data analysis and business decisions.➢ Implemented UiPath automation, boosting board programming production from 19 to 40 units per day and substantially reducing manpower requirements
Jiawei Fu Education Details
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Electrical And Computer Engineering -
Electrical Engineering
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Electrical And Electronics Engineering
Frequently Asked Questions about Jiawei Fu
What company does Jiawei Fu work for?
Jiawei Fu works for Amazon
What is Jiawei Fu's role at the current company?
Jiawei Fu's current role is Software Engineer.
What schools did Jiawei Fu attend?
Jiawei Fu attended The Johns Hopkins University, University Of Cincinnati, Chongqing University.
Who are Jiawei Fu's colleagues?
Jiawei Fu's colleagues are María Betania, Caitlin Ivy, Lucinda Grat, Karolina Wieczorek, Keya Kar, Mr Navneet Mehla, Oscar Acosta.
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