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Click on individual projects to view more information including project descriptions from corporate partners
Merck - Medical Affairs
Open for Registration- Lecture time: Monday: 09:30:00 - 10:20:00 ET
- Lab time: Friday: 09:30:00 - 11:20:00 ET
- Domain: Pharmaceutical
- Keywords: Medical Affairs, Public Health
- Tools: Jupyter Notebooks, Python, R, R Shiny
- Citizenship: Open to all students
Summary
Merck in the UK is excited to work with a student team and use modern data science techniques to address rare disease and public health challenges.
Beck's Hybrids - Seed Quality and Germination
Open for Registration- Lecture time: Tuesday: 13:30:00 - 14:20:00 ET
- Lab time: Thursday: 13:30:00 - 15:20:00 ET
- Domain: Agriculture
- Keywords: Agriculture, biology, Data Visualization, Genetics, Manufacturing, Optimization, Sustainability, Visualizations
- Tools: Clustering Algorithms, Excel, Python, R, SQL, Statistics
- Citizenship: Open to all students
Summary
Use data science to identify key factors affecting seed quality and germination with large historical datasets and statistical tools to impact business decisions. Factors include weather, field location, farming practices, harvest date, seed genetics/handling/age/shape and more.
Microsoft - Social Media Impact
Open for Registration- Lecture time: Tuesday: 15:30:00 - 16:20:00 ET
- Lab time: Thursday: 15:30:00 - 17:20:00 ET
- Domain: Game
- Keywords: Analytics, Games, Video Games
- Tools: Azure, Machine Learning, NLP, Python
- Citizenship: Open to all students
Summary
Players interact with Minecraft not only through play but through conversation and content consumption on social medaia. Understanding the holistic relationship of players to Minecraft is key to developing an experience that players will enjoy.
Raytheon (RTX) - Data Driven Mission Readiness
Open for Registration- Lecture time: Monday: 09:30:00 - 10:20:00 ET
- Lab time: Friday: 09:30:00 - 11:20:00 ET
- Domain: Aerospace
- Keywords: Predictive Analysis
- Tools: Python
- Citizenship: U.S. Citizens Required
Summary
***US Citizens ONLY*** Use health sensor data sets to train predictive models to calculate RUL of key system components.
Raytheon (RTX) - Business Intelligence
Open for Registration- Lecture time: Monday: 11:30:00 - 12:20:00 ET
- Lab time: Friday: 11:30:00 - 13:20:00 ET
- Domain: Aerospace
- Keywords: Business Intelligence, Machine Learning, NLP
- Tools: Python
- Citizenship: U.S. Citizens Required
Summary
***US Citizens ONLY*** Build new advanced analytics using publicly available data to gain insight into emerging companies, trends in industry, influential people, and important startup businesses.
Merck - Drug Interaction Prediction
Open for Registration- Lecture time: Friday: 09:30:00 - 10:20:00 ET
- Lab time: Monday: 09:30:00 - 11:20:00 ET
- Domain: Pharmaceutical
- Keywords: Database, data mining, NLP
- Tools: Graph Neural Network, Python, Pytorch
- Citizenship: Open to all students
Summary
Drug-drug interactions (DDIs) occur when the effect of one drug is altered by another drug. It is important to predict DDIs to avoid adverse drug reactions and improve patient safety. This proposal is to improve DDI prediction through database construction and model development.
Merck - NLP Extraction of Chromatographic Data
Open for Registration- Lecture time: Tuesday: 15:30:00 - 16:20:00 ET
- Lab time: Thursday: 15:30:00 - 17:20:00 ET
- Domain: Pharmaceutical
- Keywords: Assay Optimization, Chromatography, NLP
- Tools: AWS, Confluence, JIRA, Python
- Citizenship: Open to all students
Summary
Students will develop an NLP model to extract chromatographic data from published literature. These findings would be stored in a searchable database. Gives Merck scientists a database for chromatographic conditions which can be used for method development.
Merck - NLP on Protein Sequences
Open for Registration- Lecture time: Tuesday: 15:30:00 - 16:20:00 ET
- Lab time: Thursday: 15:30:00 - 17:20:00 ET
- Domain: Pharmaceutical
- Keywords: Database, NLP
- Tools: AWS, Confluence, JIRA, Python
- Citizenship: Open to all students
Summary
Students will compare different NLP models and their generated protein sequence vectors (for possible empirical/statistical correlations to performance and stability metrics relevant to biopharmaceutical development). Vectors would then be organized into a structured database.
Merck - Computational Digital Team
Open for Registration- Lecture time: Tuesday: 15:30:00 - 16:20:00 ET
- Lab time: Thursday: 15:30:00 - 17:20:00 ET
- Domain: Pharmaceutical
- Keywords: Chemical Engineering Modeling, Data Visualization
- Tools: Dash, Python
- Citizenship: Open to all students
Summary
The scope of the project is to develop a general Dash app interface where the user can import any Python code, define the number of input parameters and generate output parameters and graphs.
Pacific Northwest National Laboratory - Advanced Analytics for X-ray Images
Open for Registration- Lecture time: Thursday: 13:30:00 - 14:20:00 ET
- Lab time: Tuesday: 13:30:00 - 15:20:00 ET
- Domain: Government
- Keywords: Linear Algebra, Neural Networks
- Tools: Python, Pytorch
- Citizenship: U.S. Citizens Required
Summary
Customs and Border Protection is tasked with detecting and interdicting contraband before it enters the United States. PNNL assists CBP in that mission by developing and deploying cutting edge computer vision algorithms for non- intrusive inspection systems.