Prashant Kumar Yadav

Associate Consultant

Bengaluru, Karnataka, India7 yrs 11 mos experience
AI EnabledHighly Stable

Key Highlights

  • Over five years in analytics consulting.
  • Expertise in credit risk and collection reporting.
  • Proficient in advanced statistical methodologies and machine learning.
Stackforce AI infers this person is a Fintech professional specializing in credit risk analytics and data-driven decision-making.

Contact

Skills

Core Skills

Credit Risk ManagementPredictive ModelingRisk ManagementAnalytical SkillsStatistical ModelingData ScienceMachine LearningInsuranceEducation Management

Other Skills

Statistical Data AnalysisStakeholder ManagementLoss ForecastingKey MetricsStrategic InitiativesData StandardsSnowflakeCommunicationCohort AnalysisBusiness InsightsProblem SolvingPython (Programming Language)SQLEDASAS Certified Base Programmer

About

With over five years of experience in analytics consulting, I am a senior consultant at EXL, a leading provider of business process solutions and data analytics. My expertise lies in credit risk and collection reporting within the banking sector, where I leverage advanced statistical methodologies and machine learning algorithms to optimize credit card portfolio performance, mitigate default risks, and streamline collection strategies. I am proficient in using Python, R, SAS, SQL, and BI tools to develop and deploy robust analytics models and reports that deliver actionable insights and drive strategic decision-making. I have spearheaded the formulation and execution of strategies for launching credit cards, collaborating with stakeholders to identify key business assumptions. I have also tracked customer performance metrics, including utilization and buying behavior, to derive valuable insights for strategy management. Additionally, I have identified and mitigated fraud transactions, reducing their impact on future operations. I am committed in enhancing overall business profitability and customer satisfaction through data-driven solutions.

Experience

7 yrs 11 mos
Total Experience
3 yrs 1 mo
Average Tenure
1 yr 9 mos
Current Experience

Wells fargo

Senior Risk Analytics Consultant / Senior AVP

Sep 2024Present · 1 yr 9 mos · Bengaluru · On-site

Exl

Senior Consultant Analytics

Jun 2021Sep 2024 · 3 yrs 3 mos · Bengaluru, Karnataka, India

  • Spearheaded the formulation and execution of strategies for launching credit
  • cards, collaborating with stakeholders to identify key business assumptions. Tracked customer performance metrics, including utilization and buying behavior,
  • to derive actionable insights for strategy management.
  • Identified and mitigated fraud transactions, reducing their impact on future
  • operations.
  • Developed and automated multiple reports using SQL to reduce manual efforts and to monitor portfolio performance and extract valuable insights for better strategy design.
  • Creation of optimized digital collection strategy to improve repayment rate and simultaneously reduce the collection cost by 10%.Devising effective collection strategies for managing delinquent accounts and minimizing bad debt losses using decision tree. By analyzing customer attributes, payment patterns, and account status, decision trees can prioritize collection efforts, determine optimal contact channels, and customize repayment plans.
Statistical Data AnalysisStakeholder ManagementLoss ForecastingKey MetricsStatistical ModelingStrategic Initiatives+11

Infosys

2 roles

Senior Analyst - Data Science

Promoted

Jun 2019Jun 2021 · 2 yrs

  • DNA05 - Analytics, Functional consulting & solutions.
  • Conducted quality audits to maintain code standards and implemented automation
  • for various project components.
  • Developed algorithms for business problem-solving and deployed advanced
  • analytics and machine learning models using BI tools.
  • Led the development of sales strategies for retail businesses using machine
  • learning techniques and data visualization tools.
Statistical Data AnalysisStakeholder ManagementStatistical ModelingStrategic InitiativesEDASnowflake+5

Analyst - Data Science

Jun 2018May 2019 · 11 mos

  • RFM analysis in insurance: Segment policyholders to prioritize engagement efforts. Identify VIP policyholders for personalized support, target at-risk policyholders with retention strategies, and address churn risk by offering incentives or upgrades. Monitor performance to optimize customer lifetime value and profitability.
  • Health and Life Insurance Risk Prediction:
  • ML models analyze health data (e.g., electronic health records, wearable device data) to assess individual health risks and predict future medical conditions.
  • Personalized risk assessments enable insurers to offer tailored health and life insurance policies, promoting healthier lifestyles and reducing claims frequency.
SQLSAS Certified Base ProgrammerInsuranceMachine LearningCommunicationpredictive modelling

Idbi bank

Finance Intern

Apr 2017May 2017 · 1 mo · Hyderabad, Telangana, India

  • I worked in Large corporate group of the zonal office of IDBI Bank. Consortium lending and risk analysis is the area where I worked and apart from this I also worked on CMA tool.
  • Accounts Receivable (AR) Optimization: Implement automated invoicing systems, offer discounts for early payments, and leverage data analytics to identify and prioritize collections, thereby reducing AR days and accelerating cash inflows.
  • Improved Liquidity: Enhanced cash flow visibility and optimization measures will bolster liquidity, ensuring the availability of funds to meet operational needs and investment opportunities.

Aide et action

Internship

Jan 2017Feb 2017 · 1 mo · Bhopal, Madhya Pradesh, India

  • Collaborating with local communities, governments, and other stakeholders to create supportive environments for migrant children's education.
  • Advocating for policies and initiatives that address the unique educational challenges faced by migrant laborers and their families.
  • Monitoring and evaluating the impact of education programs on the lives of migrant laborers and advocating for continuous improvement and expansion of services.
Team LeadershipManagementEducationResource ManagementEducation Management

Jawahar navodaya vidyalaya - jnv- nvs

TGT Mathematics

Jul 2013Aug 2013 · 1 mo · Raipur, C.G. · On-site

  • Designing and delivering comprehensive mathematics curriculum tailored to the academic needs and abilities of students.
  • Employing innovative teaching methodologies and resources to make complex mathematical concepts engaging and accessible to students.
  • Providing individualized support and guidance to students, fostering a supportive learning environment conducive to academic success.
  • Collaborating with colleagues to develop interdisciplinary projects and integrate mathematical concepts across various subjects. Utilizing technology effectively in the classroom, including interactive whiteboards, educational software, and online resources, to enhance learning experiences.

Education

SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

PGDM

Jan 2016Jan 2018

Regional Institute of Education ( a constituent unit of NCERT, New Delhi), Bhubaneswar, India.

Bachelor's of Science and Education — Mathematics

Jan 2010Jan 2014

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