Jiawei Fu Email & Phone Number

Redmond, Wa, Us

Gaithersburg, 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.

San 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.

Cincinnati, Ohio, United States

Deep 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.

Chongqing, 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%.

Nanjing, 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

Master Of Science - Ms, Electrical And Computer Engineering

Bachelor Of Applied Science - Basc, Electrical Engineering

Bachelor'S Degree, Electrical And Electronics Engineering