Overview
Work History
Education
Skills
Passport
Currentaddress
Activities
Personal Information
Projects
Timeline
Generic

Mohita Kodesia

Bangalore

Overview

25
25
years of professional experience

Work History

Senior Data Modeller

Infosys Technologies
03.2023 - Current
  • Utilized advanced statistical methods for more accurate and reliable model predictions.
  • Collaborated with cross-functional teams to ensure model relevance and applicability.
  • Streamlined processes, resulting in increased efficiency in model creation and analysis.
  • Leveraged cutting-edge software tools for enhanced visualization of modeling data.

GENPACT DATA SCIENCE PRODEGREE

IMARTICUS
1 2019 - 7 2019

Free lancer

05.2013 - 12.2018

Senior Modeler

First Indian Corporation Pvt LTd (FIC)/Corelogic/Cognizant
12.2008 - 04.2013
  • Model development using SAS for Loan Performance – Risk Model.

Senior Statistical Analyst

Cranes Software International Ltd
08.2003 - 09.2007
  • Core Development of Statistical package SYSTAT

IT Consultant

Electronic Research & Development Center of India, NOIDA (C-DAC)
03.2001 - 08.2001
  • Faculty for Statistics and Mathematics.

Lecturer

Sri Ram Murti College of Engineering & Technology
08.1999 - 02.2001
  • Statistics and Mathematics for Engineering, MBA.

Education

M.Sc (Statistics) -

Rohilkhand University
Bareilly, UP

B.Sc (Statistics, Mathematics, Economics) - undefined

Rohilkhand University
Bareilly, UP

GNIIT (Graduates of NIIT) - undefined

NIIT

Skills

Linear Regression

Logistic Regression

Ridge

Lasso

Elastic net

Trees

Bagging

Boosting

Random Forest

SVM

KNN

Naïve Bayes

Cluster analysis

Gradient Descent

Ada boosting

Cross Validation

Grid Search

Keras

SAS

R

Python

Tableau

Passport

Yes

Currentaddress

2036, Sobha Classic, Haralur Road, Bangalore, Karnataka

Activities

  • Work as member of reverse engineering team. My role was to reverse statistical software SIGMASTAT.
  • High level tasks involved in SIGMASTAT were - Normality tests, Homogeneity tests, Power Analysis, Multiple Comparisons for ANOVA, Regression
  • Member of discussion boards and answering user query of SigmaStat and SigmaPlot.
  • Imparted training to sales and marketing team of SigmaStat & SYSTAT.
  • Worked in the development of software package MYSTAT.
  • Analyzed the data for few models like regression, ANOVA, GLM and Logistic regression, send by few clients of SYSTAT.
  • Involved in developing new software for Clinical trials.
  • Presented Seminar on - Cluster Analysis, Kendall Tau, General linear Models
  • Imparted Lectures on - Business Statistics to MBA students, Operation Research to MBA students, Numerical Analysis to B.E students, Theory of Computation to BE and MCA students, Lab sessions for UNIX, C/C++, VB and VC++

Personal Information

  • Date of Birth: 09/22/1977
  • Marital Status: Married

Projects

Freelancer, Python, Loan Default Model using ensemble methods, Corp of personal loans that matches borrowers who are seeking a loan with investors looking to lend money and make a return. The orp evaluates each borrower’s credit score using past historical data and predicts whether a loan will default or repay the loan., Logistic Regression, Decision trees, Random Forest, Naïve Bayes, SVM, KNN, Cross Validation, Synthetic Oversampling Technique (SMOTE) Freelancer, R, Employee Attrition Prediction using ensemble methods, The factors that cause employees to leave the organization and explore important questions such as ‘compare average monthly income by education and attrition’ or ‘is distance from home a case for attrition’? Build classification models to predict which employee is likely to churn and help the business to devise policies and attract back the right talent., logistic regression and CART First Indian Corporation, SAS and SQL, Model building at securities side, logistic regression, Worked on model building of a product RiskModel which has been significantly used to understand the default and prepayment risk of higher-quality loans, including Agency mortgages. There I was involved in the model building on securities data which needs to be refreshed after every quarter. It was built on basis of Prime, Subprime and ALTA loans. Worked with US team to enhance it as in 2007 the loans were very less at securities side, it needed to be built on the current market scenario. First Indian Corporation, SAS and SQL, Whether servicing data is appropriate for modelling or not?, SAS BASE and logistic regression, Servicing Data is contributed regularly by the leading U.S. servicers on more than 37 million active mortgages, with delinquency, prepayment, and roll-rate metrics —and thousands of analytics options on the full dataset or customer-defined cohorts. Post 2007 the securitization was not happening, but servicers side the loan were originating. I was involved in the exploratory analysis of the servicing data along with 2 more member and was recognized for leading my team of 2 members. Cranes International, SAS, SPSS, SPLUS, SYSTAT, Development of statistical algorithm linear regression in SYSTAT 12.0, a statistical package, SYSTAT, a desktop statistical computing, menu-driven interface to conduct simple analyses and produce beautiful 2D and 3D graphics for presentations or report. Prepared algorithms for linear regression and implemented in SYSTAT 12.0. Implemented confidence intervals, prediction intervals and VIF. Cranes International, SYSTAT, SAS, SPSS, Development of statistical algorithm Best Subset regression in SYSTAT 13, Best subsets regression is an exploratory model building regression analysis. It compares all possible models that can be created based upon an identified set of predictors. Developed the algorithm and compared it with SAS. Cranes International, SYSTAT, SAS, SPSS, Development of statistical algorithm Receiver Operating Characteristic Curve in SYSTAT 13, ROC curve is a performance measurement for classification problem at various thresholds settings. Implemented the algorithm in SYSTAT 13.

Timeline

Senior Data Modeller

Infosys Technologies
03.2023 - Current

Free lancer

05.2013 - 12.2018

Senior Modeler

First Indian Corporation Pvt LTd (FIC)/Corelogic/Cognizant
12.2008 - 04.2013

Senior Statistical Analyst

Cranes Software International Ltd
08.2003 - 09.2007

IT Consultant

Electronic Research & Development Center of India, NOIDA (C-DAC)
03.2001 - 08.2001

Lecturer

Sri Ram Murti College of Engineering & Technology
08.1999 - 02.2001

GENPACT DATA SCIENCE PRODEGREE

IMARTICUS
1 2019 - 7 2019

M.Sc (Statistics) -

Rohilkhand University

B.Sc (Statistics, Mathematics, Economics) - undefined

Rohilkhand University

GNIIT (Graduates of NIIT) - undefined

NIIT

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