Senior Machine Learning Engineer

• Sep 2023 - Present

Machine Learning Engineer

• Nov 2021 - Sep 2023

Machine Learning Engineer

• Nov 2017 - Nov 2021

• Train and validate machine (deep) learning models. • Assist the collection and analysis of data. • Help build prototype and production software.

PHD Researcher

• Aug 2012 - Oct 2017

I worked in the Image Processing and Analysis Group (IPAG) at the Yale Medical School (Advisor: Dr. James Duncan). Research responsibilities primarily involved: • Developing computational models of the heart and it's motion in 3D+time. • Using image processing and machine learning (deep learning) to extract relevant features and information from Ultrasound images and leveraging that to estimate cardiac displacements and strains. • Detecting abnormalities and quantifying it. I worked in the Image Processing and Analysis Group (IPAG) at the Yale Medical School (Advisor: Dr. James Duncan). Research responsibilities primarily involved: • Developing computational models of the heart and it's motion in 3D+time. • Using image processing and machine learning (deep learning) to extract relevant features and information from Ultrasound images and leveraging that to estimate cardiac displacements and strains. • Detecting abnormalities and quantifying it.

Teaching Fellow

• Aug 2014 - Dec 2016

Served as a Teaching assistant for: • Biomedical Image Processing and Analysis (BENG 445) • Computing for Engineers and Scientists (ENAS 151) • Computational methods for the Analysis and Modeling of Biological Data (CPSC 453). Tasks included: • Conducting office hours/help sessions • Grading assignments for about 10-20 students weekly. Served as a Teaching assistant for: • Biomedical Image Processing and Analysis (BENG 445) • Computing for Engineers and Scientists (ENAS 151) • Computational methods for the Analysis and Modeling of Biological Data (CPSC 453). Tasks included: • Conducting office hours/help sessions • Grading assignments for about 10-20 students weekly.

Intern

• Jun 2015 - Aug 2015

I worked on a project within the Medical Sieve Radiology Grand Challenge project. Responsibilities involved: • Developing novel image analysis methods to extract relevant clinical parameters for a specific disease detection. (Details omitted to abide by confidentiality agreements). • Quantifying information from 1000s of patient images and text files, doing statistical analysis and presenting the results to the group. • Presented work in an internal event. Portion of my work is now… Show more I worked on a project within the Medical Sieve Radiology Grand Challenge project. Responsibilities involved: • Developing novel image analysis methods to extract relevant clinical parameters for a specific disease detection. (Details omitted to abide by confidentiality agreements). • Quantifying information from 1000s of patient images and text files, doing statistical analysis and presenting the results to the group. • Presented work in an internal event. Portion of my work is now part of a patent that was filed recently. Show less I worked on a project within the Medical Sieve Radiology Grand Challenge project. Responsibilities involved: • Developing novel image analysis methods to extract relevant clinical parameters for a specific disease detection. (Details omitted to abide by confidentiality agreements). • Quantifying information from 1000s of patient images and text files, doing statistical analysis and presenting the results to the group. • Presented work in an internal event. Portion of my work is now… Show more I worked on a project within the Medical Sieve Radiology Grand Challenge project. Responsibilities involved: • Developing novel image analysis methods to extract relevant clinical parameters for a specific disease detection. (Details omitted to abide by confidentiality agreements). • Quantifying information from 1000s of patient images and text files, doing statistical analysis and presenting the results to the group. • Presented work in an internal event. Portion of my work is now part of a patent that was filed recently. Show less

Intern

• Jun 2012 - Aug 2012

Web application development, database management. Web application development, database management.

Tutor

• Aug 2009 - May 2012

Tutored Math, Physics and Computer Science courses.

Student Technician

• Aug 2008 - May 2012

Personal computer hardware/software technician.

Excel Research

• May 2010 - Aug 2010

Maze solving for a robotic mouse using microcontroller programming in C and assembly.