Denovo Sciences Platform
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About
Denovo Sciences uses an AI-powered platform to design and optimize chemical structures for drug discovery. Their technology is independent of training datasets, enabling exploration of chemical space for novel and synthetically accessible molecules. The platform is designed for multi-target drugs, addressing complex diseases, and is target-agnostic, working with proteins and nucleic acids. The company is comprised of specialists in machine learning, biology, and chemistry.
Platform
Task
Features
• target-agnostic platform
• rational design of multitarget chemical structures
• deep and quick exploration of chemical space
• training dataset independent approach
• reinforcement learning algorithms
Job Opportunities
Data Science intern
AI-powered drug discovery platform using reinforcement learning, independent of training datasets.
Education Requirements:
A degree in Computer Science, Mathematics, Data Science, Statistics or relevant field
Experience Requirements:
Knowledge of Machine Learning and Deep Learning
Strong knowledge of Python
Familiarity with Deep Learning frameworks (preferably PyTorch)
Experience with Reinforcement Learning is a plus
Knowledge of Chemistry and Biology is a plus
Responsibilities:
Conduct research and keep up with current state-of-the-art in Drug Discovery and Deep Learning
Analyze molecular datasets, identify patterns, find relevant features
Work as a part of a multi-disciplinary team and develop solutions to challenging computational problems in the field of Drug Discovery
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