Assist in doing pretraining, evaluation for LLM. Special interest in linear attention, multilingual and reasoning of LLM.

Download data from different sources, process the data and upload the data to the PostgreSQL database using python. Connect the backend server to the database and host the backend server on the Digital Ocean droplet.Create more features for the company’s website using TypeScript and Angular. Add the “Contract Pricing” page which allows our client to upload a list of items from shipment invoices and know whether the value of the invoices is underdeclared or overdeclared.Improve the running speed of the company’s website by making concurrent API live queries using queue-promise. The website can run5 times faster than the original version.Extract item description text from invoice images using tesseract and python. The accuracy reached above 90% after implementing proper image preprocessing.Gather data by web crawling from various websites with python selenium and aiohttp to make concurrent calls.Attend meetings with large logistics companies such as Yusen Logistic, UPS, and Yamato Transport, developing and improving our product according to their needs.

It's a wonderful experience working in Harvest Fund which taught me how to apply the skills I learn to real life such as processing the information of companies including their finance details or analyzing how the evaluation from financial analysts by NLP.