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
KolkataGraduation in Mechanical Engineering -
Kalinga Institute of Industrial Technology
BhubaneshwarSkills
- 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