PRAKET SANGANERIA

Bangalore

Summary

Skilled Data Engineer with hands-on experience in building data solutions using Python, mySQL, and cloud platforms like Azure. Proven track record in developing efficient data pipelines and optimizing machine learning models to enhance performance. Adept at solving complex technical problems, implementing DevOps best practices, and working with cross-functional teams to deliver business insights. Proven expertise in data analytics, ETL processes, and cloud computing, with a focus on Azure-based tools, makes me well-suited for roles focused on cloud-based data infrastructure and management.

Work History

Associate Data Engineer

Shell India Markets Private Limited

08.2023 - Current

Developed a specialized script to merge raw and processed videos of reactor tubes, enabling a direct side-by-side comparison. This innovative approach enhanced visualization and analysis capabilities, streamlining the evaluation process. The implementation of this script significantly improved efficiency in assessing reactor tube performance and detecting anomalies.
Successfully addressed a critical Python installation issue within a Linux environment, showcasing strong problem-solving abilities and adaptability. Simultaneously, gained expertise in Linux and Azure platforms through practical experience.
Conducted Hyperparameter tuning across four models, resulting in an average accuracy improvement of 1.5%. Also, Provided ongoing technical support and performed timely model tuning to ensure optimal performance and reliability.

Data Analytics Intern

Reﬂektion (Currently Sitecore)

06.2021 - 08.2021

Built a python module responsible for ﬁnding related search terms for products, based on analytical events and product feed.
Built a mySQL script to extract and transform data from AWS buckets.
Created a HTML page to display the ﬁnal results.

Education

Bachelors in Technology (Computer Science and Engineering) -

Manipal University Jaipur

07.2023

Senior Secondary High School -

Delhi Public School Kalinga

03.2019

Skills

Cloud Computing & DevOps: Azure ML, Azure Data Factories, Azure Synapse Analytics, MLops, Git
Programming & Software Development: Python, SQL
Machine Learning: Model Hyperparameter tuning, Optimization, Performance analysis

Data Visualization & Analytics: PowerBI
Orchestration Tools: Databricks, Azure ML

Certification

Learn Git by Doing: A step-by-step guide to version control : March 2024
Data Analysis with Python (IBM) : May 2022
Python for Data Science, AI & Development (IBM) : April 2022

Accomplishments

IBM Data Science Specialization: Completed a series of 10 courses to earn a specialization in Data Science.
Ranked among top 150 teams in ZS Campus Beats Hackathon.

Timeline