Grace Mathew

Software Engineer | Machine learning developer | Python developer | AI Engineer | Data Scientist | Data Analyst | Conputer Vision Engineer | NLP Developer

Machine learning developer with an all-encompassing interest in integrating AI and healthcare.Machine learning developer with an all-encompassing interest in integrating AI and healthcare.

Machine Learning Developer

Aramis Imaging LLP · Apprenticeship

Aug 2022 - Aug 2023· 6 months.

Thiruvananthapuram, Kerala, India · On-site

Application of radiomics on image data (CT, MRI, PET) for assisting diagnosis.

Research on machine model design and optimisation, deep learning algorithms and performance.

AIRA - AI tool for renal CT image analysis.

Used radiomics to extract volume of kidney stones and kidney. Optimised code to divide execution time of model prediction by half by clever refactoring of code and expert knowledge of tensorflow. Generated thickness map for the kidneys to calculate mean renal parenchyma using 3DSlicer.Application of radiomics on image data (CT, MRI, PET) for assisting diagnosis.

Research on machine model design and optimisation, deep learning algorithms and performance. AIRA - AI tool for renal CT image analysis. Used radiomics to extract volume of kidney stones and kidney. Optimised code to divide execution time of model prediction by half by clever refactoring of code and expert knowledge of tensorflow.

Generated thickness map for the kidneys to calculate mean renal parenchyma using 3DSlicer.

Skills: Programming Languages · Test Automation · Microsoft Excel · JavaScript · Software Testing · MySQL · NumPy · Soft Skills · Programming · Written Communication · Data Visualization · Algorithms · Data Structures · Software Development · Image Processing · Data Science · Teamwork · Data Pipelines · Customer Requirements · Oral Communication · Containerization · Communication · Keras · TensorFlow · Deep Learning · Machine Learning · Python (Programming Language)

Rajagiri School of Engineering & Technology

Bachelor's degree, Computer Science

Aug 2018 - May 2022

Grade: CGPA: 7.6/10

Skills: Programming Languages · Microsoft Excel · JavaScript · Selenium · Mobile Applications · MySQL · NumPy · Soft Skills · Programming · Written Communication · MATLAB · Data Visualization · Natural Language Processing (NLP) · R (Programming Language) · Data Structures · Leadership · Software Development · Image Processing · Data Science · SQL · Teamwork · Customer Requirements · Oral Communication · Containerization · Communication