Gayatri Ambulkar

Malkpur,Maharashtra

Summary

I am Data Scientist with over 2+ years of experience in Halliburton's Centre of Excellence Team. I've worked on projects that use Advanced AI/ML techniques and handled Data Analytics tasks. I've successfully tackled challenges like early loss detection, predicting market trends for deploying models, converting data from one form to another, and accurately predicting missing log values. Additionally, I've also collaborated on client projects, providing valuable insights and solutions to meet their specific needs. My work has been focused on Research and Development assignments, both internally and for our clients.

Overview

years of professional experience

Certification

Work History

Data Scientist

Halliburton

06.2021 - 08.2023

Developed predictive models for mud loss probability and geological logging using statistical and machine learning techniques.
Led projects in market intelligence, sentiment analysis, and microservice development for operational risk prediction.
Deployed NLP models in Power BI and developed executable applications for real-time monitoring.
Conducted advanced data science boot camps, training 25+ professionals in data analysis and model deployment.
Pioneered Federated Learning Proof of Concept (POC) for decentralized data analysis, with an abstract accepted in IPTC24 conference.
Managed end-to-end processes from data extraction and preprocessing to model deployment in SageMaker using MLFLOW.

Education

Master of Science - Data Science And Big Data Analytics

MIT - World Peace University

Pune, India

06.2021

Bachelors - Computer Application

University of Pune

Nashik, India

06.2019

Skills

Data Science
Machine Learning
Python
Neural Network
Data Analytics
Data Extraction

Data Visualization
Deep Learning
Power BI
Statistical Analysis
Teamwork and Collaboration

Accomplishments

Utilized Neural Network to predict GR and Porosity logs
Conducted data extraction, preprocessing, and model selection
Market Intelligence:
Deployed NLP model in Power BI to analyze feedback data sentiments
Created result dashboard using Python scripting
Developed Stuckpipe Risk Index Microservice:
Created microservice for predicting stuck pipe events and probabilities
Personal details
Date of birth
August 13, 1997
LinkedIn linkedin.com/in/gayatri- ambulkar-9a8642190