Sr Machine Learning Engineer

• Nov 2022 - Present

Staff Machine Learning Engineer

• Sep 2017 - Oct 2022

Working on machine learning solutions that let robots be versatile

Research staff member at IBM Research, machine learning for healthcare group

• 2012 - Jul 2017

Machine learning scientist. Project leader. Advisor. Developer. Led and participated in projects analyzing electronic medical records data(patient representation, prediction) and health system activity data (health policy analysis). Led a neuroscience research project involving EEG, fMRI and neurofeedback. Developed a data modelling application employing Dynamical Bayesian Networks for scenario analysis (causal inference) for population health. Developed a RESTful API web service that provides basic NLP analytics for text categorization tasks. Advised PhD and Post doctorate students on Machine learning and neuroscience projects. Provided consulting services and taught an internal course on machine learning to other groups at IBM. --- Programmed in Matlab, R and Python Show less

Research Staff Member at IBM Research, machine learning and data mining group

• Apr 2008 - 2011

Worked on several projects involving anomaly detection, clustering, and prediction in financial records, computerized systems data and healthcare records. Developed the algorithms in a fraud detection system. Developed methods for detecting anomalies in large system logs. ---- Programmed in Matlab and C++ Worked on several projects involving anomaly detection, clustering, and prediction in financial records, computerized systems data and healthcare records. Developed the algorithms in a fraud detection system. Developed methods for detecting anomalies in large system logs. ---- Programmed in Matlab and C++

Teaching Assistant

• 2001 - 2006

TA and lecturer in courses: "Digital Systems (switching)" and "Dynamic Systems and control" TA and lecturer in courses: "Digital Systems (switching)" and "Dynamic Systems and control"

Software Programmer (part time - student)

• 1997 - 2002

Rapid prototyping. Helicopter upgrades division. Worked on "glass cockpit" upgrades, developed prototypes of cockpit displays and their control. Rapid prototyping. Helicopter upgrades division. Worked on "glass cockpit" upgrades, developed prototypes of cockpit displays and their control.