PRR Rules - Professional Rigorous Responsibility

Global Bio Company Leader of AI Solution 2019.09-Now

Content:
Lead team responsible for the following project development:
1. Use machine learning, reinforcement learning, interpretable learning and other methods to realize the automatic and intelligent cultivation of cells.
2. Combined with the company's new drug research and development projects, develop applications based on protein engineering, mainly from the perspective of three-dimensional structure and sequence data.
3. Use Transformers\ genetic algorithm, etc. to develop amino acid codon optimization models, the essence of which is to understand the natural language of organisms.
4. Based on the DOE design scheme of the traditional key process, the effectiveness of the experimental parameter design is improved through the machine learning method (interpretable learning), the efficiency of the experiment is improved, and the speed of the project process development is accelerated.
5. Use image recognition technology to improve the efficiency of laboratory image recognition scenarios, and intelligent reminders of laboratory standardized operating procedures to reduce the risk of misoperation or irregularities.

Achievement:
1.develop the automation and intelligent system for the culture of cell line .
2. develop the cell and virus images object detection system for the laboratory
3. lead the research of protein protein interaction and protein aggregation .
4. develop the codon optimization for PS department .