Pradeep Singh
About Pradeep Singh
Pradeep Singh is a Data & ML Engineer currently working at VGW in Sydney, Australia. He has a Master's degree in Business Analytics from Deakin University and a Bachelor's degree in Computer Science and Engineering from The LNM Institute of Information Technology, along with extensive experience in data analysis and engineering across various companies.
Current Role at VGW
Pradeep Singh currently serves as a Data & ML Engineer at VGW, a position he has held since 2022. His work focuses on developing machine learning models that align with business objectives, particularly in the EdTech and digital business transformation sectors. He employs agile methodologies to enhance project efficiency and effectiveness.
Previous Experience in Data Engineering
Prior to his role at VGW, Pradeep Singh worked as a Data Engineer at Bigtincan from 2021 to 2022. His responsibilities included managing data pipelines and ensuring data integrity. He also served as a Data Analyst at Deakin University for three months in 2021, where he contributed to data-driven decision-making processes.
Educational Background
Pradeep Singh holds a Master's degree in Business Analytics from Deakin University, which he completed in 2021. He also earned a Bachelor of Technology (BTech) in Computer Science and Engineering from The LNM Institute of Information Technology, graduating in 2016. His education provided a strong foundation in data analytics and engineering.
Technical Skills and Expertise
Pradeep Singh specializes in predictive analytics and is proficient in using tools such as RapidMiner, TensorFlow, and Spark. He has experience with databases including SQL, MongoDB, and PostgreSQL. Additionally, he is skilled in programming languages and frameworks such as Python, Apache Spark, and Django Rest Framework. His expertise extends to business intelligence and visualization tools like Tableau and Power BI.
Career Progression and Roles
Throughout his career, Pradeep Singh has held various positions that showcase his growth in the field of data and machine learning. He worked as a Technical Lead at TutorBin from 2017 to 2019 and as an Associate Technology at Publicis Sapient from 2016 to 2018. These roles contributed to his understanding of marketing analytics and business objectives.