Hey! I am

Shivang Bajaniya

I'm a

About

About Me

A data enthusiast who loves to play with data and make something useful out of it.

  • Name: Shivang Bajaniya
  • Date of birth: August 22
  • Address: Southbank, VIC, Australia
  • Zip code: 3006
  • Email: bajaniyashivang@gmail.com
  • Phone: +61-469-784-467
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Education

2018-2020

Master of Information Technology

Swinburne University of Technology

My love for data made me leave my job, and brought me to Australia to study at this prestigious university in order to gain more understanding of data. I am glad to say that I graduated with a GPA of 3.17 and studied many industry related subjects which enhanced my knowledge of Big Data, Business Intelligence, Data Visualization, Requirement Analysis and Modeling among others.

2011-2015

Bachelor of Technology in Computer Engineering

Dharmsinh Desai University

I learned many computer skills ranging from Java to Artifical Intelligence here. Made some lifelong friends and learned to live independently. Graduated with first class with distinction and also got job offers from two of India's biggest tech companies called Infosys and Tech Mahindra.

Experience

July 2020 - Present

Business Analyst

Judo Bank, Melbourne

  • Initiating and leading continuous improvement initiatives in terms of automation of reporting, analysis, and day-to-day processes.
  • Developing data dashboards in the company’s Salesforce CRM (nCino) and PowerBI to give the users access to live data to make decisions and cut the manual reporting efforts by 90%
  • Liaising with stakeholders across business units to identify and understand requirements and turn them into actionable work items using detailed documentation.
  • Designing and testing business solutions implemented by the development team and reporting the defects into the company’s bug tracking system JIRA.
  • Working extensively in Agile environment to deliver on the commitments before the deadline.

March 2020 - June 2020

Data Analyst

Schiavello Group, Melbourne

  • Carried out predictive analysis with an accuracy of 85% on company’s CRM dataset using python to predict the probability of winning a contract from prospects.
  • Built 7 classifications models using python libraries which attained accuracies ranging from 72% to 87% and passed on the best performing models in terms of accuracy and computational costs to build APIs.
  • Analyzed company’s proprietary dataset using Tableau to derive useful insights to make data-driven business decisions that helped the management in resource planning and cost reduction.
  • Worked on data scraping, cleaning, analysis, visualization and identified 2 critical issues with the company’s data collection methods and recommended solutions to rectify these issues.

July 2017 - May 2018

Senior Systems Engineer

Infosys, Pune

  • Participated in all phases of the System Development Life Cycle (SDLC) for 2 banking projects including requirement gathering, software development, deployment, and maintenance.
  • Performed predictive analysis on historical data to predict the top 3 issues might be faced by the system users and trained 5 team members on how to resolve these issues.

July 2015 - June 2017

Systems Engineer

Infosys, Pune

  • Shaped flowcharts, diagrams, and project-related documentation for 3 banking projects.
  • Handled requirements gathering and analysis for company’s 2 internal projects.
  • Conducted analytics on incident and system logs using MS Excel and PowerBI to identify patterns of issues and resolved them, which improved the efficiency by 20%.

January 2015 - May 2015

Systems Engineer Intern

Infosys, Mysore

  • Developed an Android based mobile application, focusing on providing required blood type to people as soon as possible in emergency situations.
  • Worked on small-scale projects designed for training purposes to learn new technologies.

Skills

Python

90%
30%
Last week
60%
Last month

R

75%
20%
Last week
40%
Last month

PowerBI

75%
15%
Last week
55%
Last month

Tableau

90%

SQL

95%

TensorFlow

70%

MS Excel

95%

BigMl

80%

IBM SPSS

70%

Projects

June 2020

Chocolate Ratings Prediction

EDA & Prediction Project

Conducted Explorative Data Analysis(EDA) and made prediction about chocolate's ratings utilizing the other attributes given in the dataset.

March 2020

Default of Credit Card Prediction

Visualization & Prediction Project

Given the history of repayment and other demographic characteristics, predicted if the customer would default or not using classification analysis in python.

September 2019

Food Demand Forecasting

Prediction Project

Predicted meal demands for future weeks for a fast-food restaurant based on the historical data using python. Regression analysis was used for this project.

I'm Available for doing awesome things with data

Contact me if you want to collaborate on any data science, analytics or visualization related projects.

Hire me

Contact

Contact Me

I can be contacted at all times on below contact details.

Address

Hawthorn East, VIC 3123

Contact Number

+61 469784467