Alice Milford, Data Scientist / AI engineer

Applied mathematics masters graduate looking to broaden her portfolio. Quality guaranteed.

I specialise in data science and deep learning. I have experience with their applications to medical research. I am a good scientific communicator and like to fully understand the task by discussing with the different stakeholders.

Servier

POC: Graph CNN for therapeutic target selection

PHARMACEUTICALS INDUSTRY

March 2024 - September 2024 (7 months)

I was responsible for:

- Genomics data analysis (unstructured data)

- Training and optimization of an interpretable Graph Convolutional Neural Network

- Project planning and implementation (agile method)

Deep Learning Data science Project Management

Technion

Assistant

July 2023 - August 2023 (1 month)

Research assistant for chemoinformatics. Graph Variational Auto Encoder to predict protein 3D shape. Vista Lab, Technion

Graph Deep Learning Graph deep learning Pytorch

Guerbet

Data scientist

PHARMACEUTICALS INDUSTRY

September 2022 - February 2023 (5 months)

I was responsible for;

- Clinical data analysis

- Conversion of temporal data (time zones, formats)

- Combination of inputs (text, scores from images) upstream of a deep learning model for medical imaging

- Development of a score for a 4D input to be used in combination with 3D inputs

Data science Unstructured data Deep Learning Medical imaging