Fei Ge Email & Phone Number

United States

Palo Alto, California, United States

San Jose, California, United States

- Used Python on Audio to Text and Summary project to design and develop a pioneering application based on large language models in an own created Docker image which packaged the web tool and JupyterLab.- Conducted fine-tuning and optimization of the Whisper model for precise audio-to-text conversion and utilized Llama3 API and GPT API and prompt.

Shanghai, China

- Used SQL on Supply Commit Accuracy project to predict supplier’s commit to manage demand peaks and supply risks. Used PowerBI to visualize baseline view, predictive view, feedback UI mechanism and feedback review.- Leveraged data analysis and ML model based on Criteria to analyze Supply Commit business process and build prediction model to establish.

- Used Python to create financial indicators and conducted thorough testing to develop a credit model for small and medium enterprises (SMEs) in collaboration with 3 banks and guarantee companies.- Incorporated the indicators into the model and built the credit model within a test environment. Conducted extensive testing to ensure its readiness for online.

- Collected public audit reports of various industries and 100s of companies from accounting firms across China, and then organized and analyzed data, creating concise summaries for proprietary system. Conducted thorough analysis and evaluation using Excel to establish an internal non-public rating database.

Master'S Degree, Applied Statistics And Data Science

Bachelor Of Science - Bs, Mathematics