Cartik Saravanamuthu

About Cartik Saravanamuthu

I am a strategic expert in the areas of Machine Learning and Artificial Intelligence. I…

Experience

1. Technical Staff - Data Architecture and Machine Learning

   MIT Lincoln Laboratory

   Feb 2024 — Present · Lexington, MA, US

   Accelerated decision making timelines for US Department of Defense agencies by ~10x by automating their data extraction and harmonization processes with AWS Glue and AI rules based inferencing* Developed FAIR data repository finder and query engine with NodeJS UI coupled with REST API and Python for central access to ~100 datasets at NIH/NICHD* Developed prototype summarization tool for hundreds of raw text reports using BART and GPT * Developed data models with ERWin and ETL pipelines with Talend for integration of TBs of wearables data with clinical and omics data* Made datasets FAIR with Python code to transform data to HL7 FHIR and OMOP data exchange standards* Developed and deployed ML models with Sagemaker and Docker for the prediction of health outcomes from wearables and omics data* Reverse engineered sponsor’s ML models implemented in Python and scikit-learn for the prediction of health outcomes from wearables data to use in-house harmonized data formats and data models

Education

• University of Memphis

  Master of Science - MS, Bioengineering and Biomedical Engineering

• University College of Engineering, Osmania University

  Bachelor of Engineering - BE, Bioengineering and Biomedical Engineering

• University of Memphis

  Master of Science - MS, Electrical and Computer Engineering

• The Johns Hopkins University

  Certificate in Applied Generative AI, Artificial Intelligence

• University of Memphis

  Doctor of Philosophy - PhD, Computer Engineering