Feng Chen Email & Phone Number

Seattle, WA, US

Shanghai, China

• New technologies research including t-RNA, Aptamers, Brain-computer interfaces and write publish information books.
• Collected and mapped Biotech companies early funded by several large ventures. Summarized their key technology and pipelines and clustered and visualized the recent trends of drug discovery.
• Did investigation on the technology, members, and market of the potentially funded companies; drafted a question list for them and provided key suggestions for the final investment decision.
• Collected and calculated the comprehensive market size and the potential growth rate for the peptide drug market and supported the valuation of our newly incubated companies using the DCF model.

Bellevue, Washington, United States

• Work to improve the scalability of the network optimization model that continuously optimizes the outbound transportation network
• Optimize shortest path algorithm used in the workflow of the team
• Integrate three methods with preprocessing to enhance the speed for the algorithm
• Research on graph partition algorithm and apply on the TimeSpaceNetwork

美国 Massachusetts 沃尔瑟姆

• Collected the data of the identified SARS-CoV-2 mutations; calculated and graphed the mutation rates on each spot.
• Optimized Sequence Generative Adversarial Network(SeqGAN) to train the converted dataset and predict new mutations.
• Modelled 3D structures from sequences; calculated the binding affinities and evaluated the mutations preference based on bindings.

美国 Massachusetts 沃尔瑟姆

• Researched the virus-host interactions of other published coronaviruses and compared SARS-CoV-2 with them after multiple sequence alignment.
• Built graphs presenting sequence similarities in viral and host proteins and networks of the protein-protein interaction.
• Built and optimized our own machine learning model, which performed graph embedding and content embedding to capture the network and trained a multi-layer perceptron classifier to predict the highly potential PPI and.
• Analyzed the results and the performance compared with other existing tools and generalized the model in the virus-host relationship study.

美国 Massachusetts 剑桥

• Learned and used bioreactor simulators to cultivate cells and study the bioprocesses for both mammalian and yeast cells.
• Researched experimental settings for vaccine production, performed tests using AAV on the simulators, and compared with experimental results; tried to optimize the parameterization of vaccine production for COIVD-19 to.
• Collected and analyzed data and wrote reports about the optimal environment for the potential expanded-scale production.

美国 Massachusetts 剑桥

• Helped Countstar test its new Cell Counter product – test all functional modules to identify the problems and write weekly summary reports to the professor and the company representatives.
• Studied the literature regarding bovine stem-cell growing media and researched the possibility of extending the product’s function to stem cell growth.

Doctor Of Philosophy - Phd, Biomedical And Health Informatics

Master'S Degree, Biomedical Informatics

Bachelor Of Science - Bs, Biochemistry & Computer Science