Summary

Overview

Work History

Education

Skills

Certification

Internalengagements

Recognitions

Timeline

Samraddhi Shrivastava

Data Scientist

BANGALORE

Summary

Enthusiastic Data Scientist with over 2 years of experience utilizing advanced machine learning techniques and data analysis to derive actionable insights. Skilled in collaborating with cross-functional teams to drive innovation and improve business outcomes.

Overview

2

2

years of professional experience

1

1

Certification

Work History

Data Scientist

AXA

BANGALORE

03.2023 - Current

Performed advanced analysis of textual data utilizing diverse machine learning algorithms to derive critical insights for continuous process improvement
Employed clustering methodologies to categorize similar textual information and reveal underlying patterns
Engineered algorithms incorporating a distance approach, focusing specifically on Euclidean distance for enhanced text analysis
Implemented and optimized BERT (Bidirectional Encoder Representations from Transformers) models for comprehensive natural language processing applications
Utilized BERT embeddings and fine-tuning methods to enhance performance on domain-specific NLP challenges
Collaborated effectively with multidisciplinary teams to convert business objectives into actionable data analysis tasks and effectively communicate findings to stakeholders
Thoroughly documented training protocols, experiments, and outcomes to enhance knowledge sharing and reproducibility among team members
Actively contributed to creating internal tools and frameworks for the efficient training, deployment, and monitoring of BERT models
Implemented randomized sampling techniques for optimized surveys.

Education

B.Tech - Agriculture

Dr. A.P.J. Abdul Kalam University

Indore

Skills

Python

SQL

Data Visualization

Tableau

PowerBI

Predictive Modeling

Statistical Modeling

Keyword Topic Modeling

Natural Language Processing (NLP)

Jupyter Notebook

Python Programming

Machine Learning

Feature Engineering

Sentiment Analysis

Time-series analysis

Certification

Certification in Data Science and Machine Learning, NIIT

Internalengagements

Collaboration with Team Engagement Team, Engaged in proactive collaboration with the Team Engagement Team to promote a culture of teamwork, innovation, and continuous professional development throughout the organization.

Recognitions

First Place in Gen AI Hackathon, Achieved first place at a company-sponsored Gen AI hackathon by proposing a groundbreaking concept for a conversational agent designed to enhance HR policy understanding.

Timeline

Data Scientist

AXA

03.2023 - Current

Certification in Data Science and Machine Learning, NIIT

B.Tech - Agriculture

Dr. A.P.J. Abdul Kalam University