Lavi Nigam

Data Scientist at Gartner

Lavi Nigam is a Data Scientist @ Gartner – World Largest IT Strategy & Advisory Company, working with Production ML/DL Deployments using MLOps Strategies across clouds. He comes with over 8 years’ experience in Data Science where he has worked with companies like - HCL Research, Neurosensum & Quadratyx and has engaged with clients like Boeing, Nokia, Fujitsu, American Express, Intel, Juniper, Sunlife, NPCI  and many others in their Machine Learning & Deep Learning model building and production deployments. He has also been teaching AI/Ml/DL, and has trained more than 3000 professionals across industry, and also taught in prestigious programs offered by IIT’s & NIT’s.

16:20-17:20

Day 2 - Tech Talks 29 May

Production Machine Learning & MLOps

  • Current State:
    • Current Machine Learning Pipeline
    • New Age Enterprise ML Pipelines
  • New Components:
    • Model & Data Versioning
    • Model Interpretability
    • AutoML
    • Multi Model Analysis
    • Model & Data Bias
    • Distributed Data Science
    • Data Interactive Apps
    • Model Quality Assurance
    • Model Causality
  • Future Directions
    • MLOps
    • Continuous Deployment & Integration for ML
11:55-13:55

Day 2 - Workshops 29 May

Going from Model to Production – Enterprise Ready MLOps Pipelines.