Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

Pratyush Nayak

Raipur

Summary

Experienced Data Scientist skilled in analyzing large datasets and providing insights for complex business challenges. Proficient in distribution, predictive, and hypothetical modeling. Intermediate knowledge on LLM and Generative AI.

Overview

2
2
years of professional experience
1
1
Certification

Work History

Data Scientist

Chubb
Bangalore
06.2022 - Current
  • Built a Feature Engineering Model to extract essential features used for generating important segments in Price testing. Simultaneously conducted Predictive Modelling to calculate Confidence levels for these segments based on historic data.
  • Developed and implemented the end-to-end project, including building production-level code and converting it into a proper package. Collaborated with various teams such as MLOps, CloudOps, IT, and UI Teams. Manage the integration of model with Azure environment.
  • Monitored and conducted exploratory analysis on large datasets, determining best performing segments. Utilized specialized domain-specific and partner-focused advanced statistical techniques. Presented final outcomes to partners by visualizing data.
  • Utilized advanced techniques like Multi-Arm Bandit to enhance model performance and exploit streaming data effectively.

Education

Post Graduation in Data Science -

Praxis Business School
Kolkata

Graduation in Mechanical Engineering -

Kalinga Institute of Industrial Technology
Bhubaneshwar

Skills

  • Machine Learning
  • Deep Learning
  • Natural language processing
  • PySpark
  • Large Language Models
  • Azure
  • Statistical Modeling
  • Databricks
  • PyTorch

Certification

  • An Andvance Certificate on Generative AI

Timeline

Data Scientist

Chubb
06.2022 - Current

Post Graduation in Data Science -

Praxis Business School

Graduation in Mechanical Engineering -

Kalinga Institute of Industrial Technology
Pratyush Nayak