Citeline/NorstellaSenior Data Scientist
Apr. 2021 - Jun. 2024London, England, United KingdomOne of the world's largest pharma intelligence solutions providers on the market
• Automated clinical trial analysis and developed ML/deep learning/LLM models to predict the success of clinical trials, reducing decision-making time from weeks to hours (Python, Tensorflow, Keras, Deep Learning).
• Worked on Retrieval-Augmented Generation(RAG) system using OpenAI API, integrating document processing with a SQL database and utilizing Pinecone database for embeddings and similarity searches.
• Led the integration of AWSt technologies (S3, SageMaker, Lambda) to enhance data security and streamline model deployment processes.
• Improved coding practices by promoting modern tools (Visual Studio, PyCharm), implementing GitHub code reviews with pull requests and streamlining the CI/CD pipeline using TeamCity and Pylint for code quality assurance.
• Started"InnovationFridays" and regular pair programming sessions, helping collaboration and continuous learning.