Raka Mandal

Consultant

Mumbai, Maharashtra, India12 yrs experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expert in model development and validation for financial services.
  • Proficient in advanced statistical techniques and machine learning.
  • Experienced educator in undergraduate statistics courses.
Stackforce AI infers this person is a Data Scientist with expertise in Fintech and Agritech.

Contact

rakamandal1001@gmail.comLinkedIn

Skills

Core Skills

Model DevelopmentModel ValidationMachine LearningData AnalysisStatistical ModelingTeaching

Other Skills

Data MiningLogistic RegressionMicrosoft ExcelMicrosoft OfficePredictive AnalyticsPredictive ModelingPythonQuantile RegressionRRegulatory GuidelinesSAS ProgrammingStatistical ProgrammingStatistical TechniquesStatisticsVariance Analysis

Experience

12 yrs
Total Experience
4 yrs
Average Tenure
4 yrs 7 mos
Current Experience

Ey

Senior Consultant, FSRM

Oct 2021 – Present · 4 yrs 7 mos · Mumbai, Maharashtra, India · Hybrid

  • Worked as a senior consultant with Financial Services and Risk Management practices of EY. Worked as a model developer, validator and auditor for several US, Indian and European banks. Well versed with regulatory guidelines such as Basel, SR 11-7, CCAR, LPA, etc. As a model developer, built models from scratch (using Python and R) following IRRBB guidelines. As a model validator, delivered model validation report and independently replicated the model analysis in platforms like R, excel. As a auditor, verified the work of model developer and validator and prepared the report.
PythonRModel DevelopmentModel ValidationRegulatory Guidelines

Corteva agriscience

Data Scientist: Statistics and Machine Learning

Jul 2020 – Feb 2021 · 7 mos · Indianapolis, Indiana, United States · On-site

  • Used advanced statistical techniques to optimize the biosynthesis of a insecticide.
Statistical TechniquesMachine LearningData Analysis

Michigan state university

3 roles

Graduate Research Assistant

Jan 2019 – Jul 2020 · 1 yr 6 mos

  • Quantile regression and it's application to rare events modeling.
Quantile RegressionStatistical Modeling

Graduate Research Assistant

May 2016 – Dec 2017 · 1 yr 7 mos

  • Analysis and prediction of complex human traits using statistical modeling.
Statistical ModelingData Analysis

Graduate Teaching Assistant

Aug 2013 – Dec 2018 · 5 yrs 4 mos

  • Instructor and teaching assistant for several undergraduate statistics courses: STT 200, 201, 315.
TeachingStatistics

Central statistical office

Summer Internship

May 2012 – Jun 2012 · 1 mo · Delhi, India

  • Statistical modeling for annual food grain production in India.
Statistical Modeling

Education

Michigan State University

Doctor of Philosophy (PhD) — Statistics

Jan 2013 – Jan 2020

Indian Statistical Institute, Kolkata

Masters of Statistcs (M.Stat) — Mathematics and Statistics

Jan 2011 – Jan 2013

Indian Statistical Institute, Kolkata

Bachelor of Statistics (B.Stat) — Mathematics and Statistics

Jan 2008 – Jan 2011

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