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Ankita Singh, Senior consultant

Ankita Singh

Senior consultant·Capgemini Technology Services

India

Master's degree, Applied Mathematics

Work experience

Total years of experience: 13 years, 3 months

Senior consultant

July 2024 - Present

Capgemini Technology Services

Bengaluru, India

July 2024 - Present

Company industry:
IT Services
Job role:
Information Technology

Senior Data Scientist

July 2024 - Present

Capgemini

Bengaluru, India

July 2024 - Present

Surveillance Model
• The models business goal is to anticipate major decisions of investment firms/funds to buy or sell
particular securities. In technical terms, it a dataset where each data a stock of a
particular company, and for each record, it predictions of direction (e.g buy, sell or hold) and
magnitude of the movements(e.g -25000$, 50000$, etc)
• Achieved more than 85% accuracy compared with the expert analyst using LightGbm.
Company industry:
IT Services
Job role:
Information Technology

Data Scientist

July 2021 - June 2025

Datasigns Technologies

Bengaluru, India

July 2021 - June 2025

Markov Chain Analysis
• Applied Markov chain stochastic method to predict the customer Emi repayment behavior.
• Achieved 80% accuracy in predicting customer DPD bucket for their entire tenure.
CNN Gating Model
• Implemented deep learning CNN on customer being defaulter from cibil bureau data with an accuracy of 82% .
• Created model for each DPD and write off cases.
Company industry:
Financial Services
Job role:
Information Technology

Data Scientist

July 2021 - June 2024

Myshubhlife

Bengaluru, India

July 2021 - June 2024

Company industry:
Banking
Job role:
Finance and Investment

Subject Expert Mathematics

February 2018 - June 2021

Chegg India Pvt ltd

Bengaluru, India

February 2018 - June 2021

• Solved questions in using Python, R.
Company industry:
Primary, Prep, & Secondary School
Job role:
7740

Data Analytics Intern

October 2020 - December 2020

Innodatics Inc,

Bengaluru, India

October 2020 - December 2020

Hotels Reviews Analysis
• Developed and executed a classification model using TF-IDF and SVM classifier method, for the rating
prediction of the hotels, with an accuracy of 83% for train data and 63% for test data.
Company industry:
Data Hosting & Storage
Job role:
Information Technology

Assistant Professor

January 2016 - November 2017

T. John Institute of Technology,

Bengaluru, India

January 2016 - November 2017

• Mentored students and helped them to perform better academically and personally.
• Create, innovate and implement career-enhancement programs and activities.
Company industry:
Primary, Prep, & Secondary School
Job role:
Teaching and Academics

Assistant Professor

May 2013 - June 2015

Marwadi Education Foundation Group of Institution

Rajkot, India

May 2013 - June 2015

• Evaluated, monitored and mentored students to achieve academic progress and mental wellbeing.
• Develop professional logisticsto improvise student performance
Company industry:
Primary, Prep, & Secondary School
Job role:
Teaching and Academics

Assistant Professor

June 2012 - March 2013

R.K University

Rajkot, India

June 2012 - March 2013

• Mentored students academically and personally and helped them achieve better grades.
• Created innovative career-enhancement programs and implemented strategies for the department.
Company industry:
Primary, Prep, & Secondary School
Job role:
Teaching and Academics

Education

The Maharaja Sayajirao University Of Baroda

December 2012

December 2012

Master's degree, Applied Mathematics

India

MS University of Baroda

January 2012

January 2012

Master's degree, Applied Mathematics

India

MS University of Baroda

January 2010

January 2010

Bachelor's degree, Applied Mathematics

India

Skills

Python
Expert
Python
Expert
Sql
Intermediate
Sql
Intermediate
Data science
Expert
Data science
Expert
Aws
Expert
Aws
Expert
Dataiku
Intermediate
Dataiku
Intermediate
Jira
Expert
Jira
Expert

Languages

English

Expert

Hindi

Expert

Memberships

Indian Mathematical Society

Member

January 2012

Training and Certifications

Certifications
Data Scientist
ExcelR
Dec 2021
data scientist
Excelr
Dec 2021

Hobbies and interests

gym