Amar Babuta
@user.2512830
Data Scientist | GCP | Python | ML | Power BI
Delhi, India
Amar Babuta is an experienced Data Scientist with 2.5 years of commercial experience and a Master of Data Science from the University of Melbourne. He is skilled in Python, SQL, Power BI, Tableau, and Google Cloud Platform, with expertise in developing cloud-based AI solutions and predictive models. At Veolia Australia and New Zealand, he implemented AI solutions including GreenPath Online for emissions tracking, validated Virtual Submetering solutions, and developed BurstID for optimizing pipe renewal plans. He earned a Distinction for his University of Melbourne project on Climate Change Misinformation Detection.
Experience
Data Scientist
Veolia Australia and New Zealand
Implementing pipelines to perform data cleansing, extraction, processing, storage, and manipulation from multiple data sources on cloud. Analyzing data to validate third-party solutions for sewer pipe defect detection. Created AI model to predict blockage likelihood in sewer network. Built cloud-based AI models to improve operations of treatment plants. Key technologies: Python, GCP, BigQuery, FastAPI, Pydantic. Achievements: Implemented GreenPath Online for emissions tracking (reduced carbon footprint by 7% target for 2024), validated Virtual Submetering solution (reduced labour hours by 14 days), and industrialized BurstID AI solution to optimize pipe renewal plans.
Data Scientist
The University of Melbourne
Implemented data exploration on 1.5GB of admission data to identify key features. Performed data cleansing, processing, and implemented ML classifiers using Python to predict application success likelihood. Refined hyperparameters of Decision Tree and Random Forest classifiers. Developed optimal workflow combination for applications. Communicated results via interactive dashboard using Graphviz and Shiny.
Education
The University of Melbourne
Master of Data Science
Data Science
Special Interest in Analysing big data and developing cloud-based solutions.
Vellore Institute of Technology
Bachelor of Technology
Computer Science
Vellore, India. Special Interest in Data cleaning and data mining.