Srinivas Laxminarayan

About Srinivas Laxminarayan

I am an accomplished Senior Scientist with over 14 years of hands-on experience in machine learning and mathematical modeling for predictive analytics. My career began long before \"data science\" became a common term, and this deep-rooted expertise allows me to develop impactful, data-driven solutions. I have a proven track record of pioneering novel predictive AI solutions for healthcare, as evidenced by a patented and commercialized product for noninvasive core temperature prediction and a first-of-its-kind, FDA-approved hemorrhage triage system. My work has also led to over 30 peer-reviewed publications.My machine learning expertise includes Generative AI, LLMs, NLP, RAG, and fine-tuning, as well as traditional ML techniques like Random Forest and DNNs. I am highly skilled in time-series analysis, dynamical systems modeling, and Bayesian methods. My experience spans healthcare, biopharma, finance, and insurance, where i have worked with cross-disciplinary teams and supervised colleagues to advance research outcomes and achieve project goals. I am proficient in Python, PyTorch, and AWS/Azure AI/ML.

Experience

1. Senior Ai Ml Architect and Engineer

   ExpediteInfoTech, Inc.

   Sep 2025 — Present

Education

• Illinois Institute of Technology

  MS, Electrical Engineering

  2002 — 2003

• Center for Development of Advanced Computing (CDAC) (Govt. of India Enterprise)

  Diploma, VLSI design

  2001 — 2001

• Northeastern University

  PhD, Electrical Engineering

  2004 — 2010

• Savitribai Phule Pune University

  BE, Electronic Engineering

  1996 — 2000

Skills

• Digital Signal Processors
• Signal Processing
• Pattern Recognition
• Algorithms
• C
• Programming
• Computer Vision
• Speech Recognition
• Matlab
• Parameter Estimation
• Latex
• Image Processing
• Machine Learning
• System Identification
• Mathematical Modeling