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Hi, I am Nikitha Banda

Nikitha Banda

Data Analyst & Postgraduate Master Specializing in Analytics

Being fasinated by the concept of turning data to value, I am now an aspiring data scientist with 2 years of experience in software development. The journey I have had since venturing into the world of data is what this blog is about. Hope you have a fun and insightful read! :D Check out my GitHub page to stay in the loop of more exciting data science content.

Fast Learner
Team Work
Communication
Hard Working
Problem Solver

Skills

Experiences

1
Data Analyst
DBS

Mar 2022 - Present, Singapore

DBS Bank Limited is a Singaporean multinational banking and financial services corporation. It is a leading financial services group in Asia.

Responsibilities:

    Product Analytics Intern
    Lenovo

    May 2021 - Nov 2021, Singapore

    Lenovo is a widely recognized multinational technology company.

    Responsibilities:
    • Executed projects that provide data-driven insights on portfolio optimization of desktops and SMBs for Lenovo globally by means of building and enhancing time series models that drive revenue and market share growth by forecasting product sales across different product segments.
    2

    3
    Software Engineer
    Monarch Info Tech Services

    July 2018 - July 2020, Singapore

    A service-based company that extends strategic consulting, end to end ECM and BPM integration services

    Responsibilities:
    • Worked productively with client’s product team to understand the requirements and spearheaded the project development of java batch files that automates data extraction from databases, cleaning and writing into required file formates.

    Education

    Master of IT in Business (Analytics Track)
    Bachelor of Engineering in Computer Science & Engineering

    Projects

    Loan Deafult Prediction
    Loan Deafult Prediction
    Owner Jan 2022

    Visual Investigation
    Visual Investigation
    August 2021

    This is an visual investigation based on VAST Challenge 2021 - The Kronos Incident Mini Challenge 1.

    Food Recipe Recommendation
    Food Recipe Recommendation
    August 2021

    To build an application that recommends recipes based on user’s preference.

    Data Processing in R
    Data Processing in R
    Owner July 2021

    This website is the documentation of data preparation and static visulazations steps in R based on VAST Challenge 2021 - The Kronos Incident Mini Challenge 1 data.

    Fake Job Post Detection Using Machine Learning
    Fake Job Post Detection Using Machine Learning
    April 2021

    Designing various classification models such as logistic regression, One Class SVM, Random Forest Classifier along with tackling imbalanced dataset by ensemble method and evaluating them.

    SMU SeatFinder (IoT)
    SMU SeatFinder (IoT)
    April 2021

    Solution aims to provide a more pleasant and safe experience for the user by incorporating an IoT solution, with the growing need due to safe entry measures to limit the number of visitors to the library.

    COE Pricing Model
    COE Pricing Model
    December 2020

    Modelling a time series forecast to predict future COE prices based on supply and demand chain by simulating historical data patterns.

    Forces and Factors Driving Global Terrorism - Insights for a Safer World
    Forces and Factors Driving Global Terrorism - Insights for a Safer World
    November 2020

    This study aims to reveal objective insights on terrorism and its correlated factors. Analysis in this study consists of two parts- descriptive and inferential statistics.

    Business Insights in the Indian Restaurant Market
    Business Insights in the Indian Restaurant Market
    November 2020

    This research is explanatory in nature. It aims to provide insights to understand the dining behavior and preferences of people in India by employing interactive data insights and restaurant segmentation through cluster analysis.

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