Vineet Kumar

AI Engineer | Machine Learning Specialist | Healthcare Analytics

9+ years of experience building agentic AI systems, machine learning solutions, and generative AI applications in healthcare

Get in Touch GitHub

About Me

I'm an AI Engineer with 9+ years of experience in statistics, machine learning, and generative AI, primarily focused on healthcare analytics. My expertise spans building sophisticated agentic AI systems that orchestrate multi-step workflows, implement tool use, and automate complex business processes.

Professional Experience

AI Engineer

EviCore Healthcare, Westborough, MA

May 2023 – Present

  • Built agent layer for prior authorization analytics using Python and GCP Vertex AI
  • Designed AI assistants for member and provider journeys with claims insights
  • Implemented guardrails for compliant and auditable outputs
  • Developed event-driven monitoring agents with statistical threshold alerts
PythonGCP Vertex AILLM APIsAgentic AI

Machine Learning Engineer

IPG Medical, Oxford, MA

Sept 2018 – Feb 2023

  • Developed predictive regression models for medical device performance analysis
  • Built classification models for outcome trend evaluation
  • Applied K-Means clustering for patient population segmentation
PythonScikit-learnPandasRegression

Statistical Consultant

Rang Healthcare Technology, Piscataway, NJ

Feb 2016 – Aug 2018

  • Conducted statistical analysis on healthcare datasets
  • Analyzed claims and patient-level datasets for utilization drivers
  • Performed hypothesis testing with statistical modeling
SASPythonANOVARegression

Technical Skills

AI & Machine Learning

Generative AIAgentic AI SystemsDeep Learning PyTorchNLPTool Use & Planning

Languages & Frameworks

PythonSQLScikit-learnPandasNumPy

Cloud & Tools

GCP Vertex AIDatabricksAPI Integration

Analytics & Statistics

Statistical ModelingHypothesis TestingClassification

Education

Master of Science in Applied Physics

University of Tennessee, Knoxville — December 2015

Get In Touch

Email

vineetkumarkhullar25@gmail.com

Phone

508-981-5169

Location

Westborough, MA