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SIJI MATHEW

@sijimathew

Senior Data Scientist at Commonwealth Bank

Bangalore, Karnataka

Commonwealth BankChrist University

Siji Mathew is a Ph.D.-qualified Data Scientist with expertise in Image Processing, Machine Learning, and Data Mining. He has significant experience in developing and implementing advanced analytics models, particularly in cloud transformation programs using Azure and AWS stacks. His background includes roles at Commonwealth Bank and Infosys, focusing on predictive modeling, risk management, and building data-driven solutions across various industries.

Experience

Senior Data Scientist

Commonwealth Bank

Full-time•Jun 2021 - Present•India

Working on various Data Science initiatives in Risk management.

Data Scientist

Infosys

Full-time•Feb 2020 - Jun 2021•Bangalore, India

Designed and implemented enterprise data platforms, handling cloud transformation from AWS to Microsoft Azure stack. Key responsibilities included consolidating data, provisioning near real-time analytics, enabling predictive analytics using AI/ML, and partnering with data/ML engineers.

Data scientist

IMedrix Pvt Ltd

Full-time•Jun 2018 - Jan 2020•Bangalore, India

Developed predictive models for cardiac diseases using machine learning algorithms. Created classification/grading models for patient health insights and built a risk model to predict heart age. Performed data aggregation, cleansing, and EDA using methodologies like Logistic Regression and Discriminant Analysis.

Data scientist

Norte Technologies (ONB Technologies India)

Full-time•Dec 2017 - Jun 2018•Bangalore, India

Worked with forecast models and time series analysis in the automotive industry. Designed data science approaches and collaborated with data engineers to implement robust production real-time and batch decisioning solutions.

Data scientist

ORMAE (Operations Research Machine learning & Analytics Experts)

Full-time•Jul 2017 - Nov 2017•Bangalore, India

Worked on predictive models for face recognition and warehouse management using machine learning techniques like classification and regression.

Software Developer

Plant Lipids

Full-time•Jan 2008 - May 2008•Cochin, India

Developed in-house software products to manage day-to-day organizational activities.

Education

Christ University

Ph.D

Computer Science

Invalid Date - Jan 2019•Grade: N/A

Specialization in Health care and Medical image processing.

Christ University

MPhil

Computer Science

Invalid Date - Jan 2012•Grade: N/A

Specialization in Data Mining.

M.G University

M. C. A

Computer Applications

Invalid Date - Jan 2007•Grade: N/A

M.G. University

BSc

Mathematics

Invalid Date - Jan 2004•Grade: N/A

Majors in Mathematics, Statistics, and Physics.

M.G. University

Pre-Degree

Physics, Chemistry, Mathematics

Invalid Date - Jan 2000•Grade: N/A

Skills

Python
PySpark
SQL
MySQL
Data Mining
Machine Learning
Image Processing
NLP
Time Series Analysis
Predictive Modeling
Azure Stack
AWS Stack
Google BigQuery
Statistical Analysis
Deep Learning
Data Architecture