Summary
Overview
Work History
Education
Skills
Certification
Websites
Timeline

Mirza Owais

Bangalore

Summary

Data Scientist with 4+ years of experience in machine learning, data analysis, and predictive modeling. Skilled in Python, Azure Microsoft services, and MLOps. Proven track record of driving business growth through accurate forecasting, customer analysis, and strategic insights. Adept at collaborating with cross-functional teams and effectively communicating concepts to both technical and non-technical stakeholders.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Senior Data Scientist

PWC
09.2022 - Current
  • Deployed advanced data driven sustainability strategies, utilizing Elastic Net Regression modeling to enhance water usage efficiency by 20%, reducing environmental impact and predicted cost impacts of critical drivers(fuel, water, electricity), resulting in an impressive $400M operational cost savings
  • Deployed models on Azure using Mlops technique, for optimizing data-driven sustainability efforts and enabling precise budgeting and financial planning
  • Collaborated with cross-functional teams to monitor MLOps pipeline, ensuring high performance and accuracy of the deployed models
  • Devised and deployed predictive models using machine learning algorithms to predict customer performance based on district and route, achieving an exceptional 90% accuracy rate models used Random forest regressor and XgBoost.
  • Applied statistical and algebraic techniques to interpret key points from gathered data.

Data Scientist

Mindtree Ltd
09.2019 - 09.2022
  • Created and implemented new forecasting models to increase company productivity.
  • Developed a Sarimax model to accurately forecast future ticket volume, resulting in a 15% decrease in ticket backlogs and improved customer satisfaction.
  • Developed and implemented an NLP model to automate article selection process, reducing manual effort by 80% and saving over 100 hours per month. Model used Bag-of-words, TF-IDF
  • Developed and deployed highly efficient NLP model to automate cleaning and classification of ticketing data, resulting in 75% reduction in manual effort. Model used BERT

Education

Bachelors of Computer Science -

Maharaja Institute of technology, Mysore, KA
01.2019

Skills

  • Machine Learning(regression, classification, time series, NLP)
  • Python
  • Sql
  • Spark
  • Azure
  • Mlops
  • Databricks
  • Powerbi
  • Deep learning
  • Pytorch
  • Tensorflow
  • LLM
  • GenAI
  • Mlflow
  • Git
  • Langchain

Certification

  • Machine Learning A-Z : Hands-On Python In Data Science - Udemy
  • Certified AZ-900: Microsoft Azure Fundamentals.
  • Data science for SQL - Coursera
  • Machine Learning Specialization - Coursera
  • Generative AI with Large Language model - Coursera

Websites

Timeline

Senior Data Scientist - PWC
09.2022 - Current
Data Scientist - Mindtree Ltd
09.2019 - 09.2022
Maharaja Institute of technology - Bachelors of Computer Science,

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Mirza Owais