Software Architect And Ai Scientist
Current Report to:CEOResponsibilities and Projects:1.To develop a tracing system of product, I design and implement the whole architect based on springboot and springcloud. And optimizing big data performance by migrating data from MySQL to ElasticSearch that is to full sync data by canal and to partial sync by logstash. And then I make a statistic module based on spark with querying delay in 300ms while 5000qps per instance.2. To develop systematic trading platform based on tensorflow/keras/streamlit, I make many models to choose stocks and timing to trade by various strategies. Researching strategies is based on QA/QLib tools with trending and alpha theories and many opensource libraries, such as, jupyter, flask, streamlit, rabbitq, mlflow, etc.3.To develop an agriculture platform for framers and dealers, I design and implement the B2B module based on springboot, springcloud, shiro, jpa, vue, etc.4. To develop a GUI tool to handle excel files with custom sku description for matching the most accurate HSCode around 80% success rate. This system takes advantage of openai LLM to find out semantic similarity between sku descriptions and hscode authority file.5. To establish SOP series docs for the IT team as instructions to every team member in project iterations.6. To establish performance metrics for software engineers as the criteria for year-end performance evaluation.