Personal Loan Platform

Personal Loan Platform payment confirmation and loan overview screens.

Executive Overview

A comprehensive Loan Management Solution supports the full lending lifecycle, from customer onboarding and identity verification to underwriting, disbursement, repayment tracking, fraud detection, and collections management.
7 Core

Core platform features from KYC automation to AI powered credit risk assessment

6 Capabilities

Lending capabilities covering fraud detection, verification, underwriting, and loan management

Location
United States
Duration
3+ years
Deployment
US-based lenders and borrowers
Engagement Model
Offshore Development Center

Business Needs

  • Automate and manage the complete loan lifecycle to improve speed, accuracy, and user experience
  • Implement real-time fraud detection mechanisms to reduce financial risk
  • Verify identities, employment, income, and bank accounts
  • Align processes with industry-standard security protocols
  • Use AI and machine learning to support underwriting and credit risk assessment

Core Feature

  • Know Your Customer (KYC) to automate document recognition
  • Identity Verification to trusted data verification
  • Employment and Income Verification integrated with Plaid, GIACT, and TALX
  • Real-time Fraud Detection using Oscilar, Equifax
  • Bank Account Verification linking with Plaid and GIACT validation
  • Loan Management System with full lifecycle support using LoanPro
  • AI-powered credit risk assessment using Oscilar for business rule customization
Personal Loan Platform document verification and loan offer screens.

Challenges with Solutions

FEATURE CHALLENGES SOLUTIONS
Fraud Detection
  • Complex decision logic
  • Custom rules needed per region
  • Poor data quality
  • Misalignment across data sources
  • Review Oscilar's decision logic for transparency
  • Build a reliable data pipeline
  • Combine Oscilar scores with internal rules
  • Integrate Equifax data into unified risk scoring
Information Verification
  • Data mismatches between sources
  • Slow third-party API responses
  • Privacy and compliance risks
  • Fallback on source failure; retry with corrected input
  • Normalize and clean data before sending
  • Encrypt all data and follow privacy laws
Employment and Income Verification
  • Different data formats from Plaid, GIACT, TALX
  • Not all employers supported
  • Users are hesitant to share data
  • API delays or failures
  • Standardize incoming data formats
  • Use multiple sources and fallback options
  • Communicate with clear privacy and security
  • Retry failed verifications in background
Underwriting & Decision Making
  • Hard to explain ML-based decisions
  • Complex rule configuration
  • Reliant on accurate input data
  • Use Oscilar's logs to trace decisions
  • Regularly review rules with business teams
  • Validate and clean all incoming data
Bank Account Linking and Verification
  • Users drop off during linking
  • Inconsistent data across providers
  • Fraudulent account use
  • Offer both Plaid and manual methods
  • Normalize Plaid/GIACT data formats
  • Use Oscilar to score account linking risk
Loan Management
  • Complex repayment options
  • Missed customer communications
  • Need to sync data across systems
  • Use LoanPro's flexible loan setup
  • Send automated alerts/reminders
  • Integrate LoanPro via API with core systems

Digital Experience Platforms

  • Frontend: Next JS, Styled-component, ReactJS
  • Backend: Java, Spring Boot
  • Cloud: AWS

Data & Storage

  • Databases: AWS DynamoDB, Redis
  • File & Report Storage: AWS S3 (PDF, XML, Image)
  • Data Pipelines & Analytics: Apache Kafka, integration with Oscilar, GIACT, LoanPro

Core Backend Technologies

  • Languages & Frameworks: Java Core 18, React JS, Next JS, Java Spring Framework (Spring Boot, Security, JPA), Python (Airflow), AWS
  • API Architecture: RESTful APIs, GraphQL, gRPC, Message Broker via Kafka, Swagger/Postman documentation
  • Authentication & Access Control: JWT-based cookie, OAuth 2.1 (OpenID Connect), Custom claims

Cloud-Native Infrastructure

  • Cloud Providers (U.S.): AWS Cloud
  • Serverless & CI/CD: AWS Code Build, AWS Code Pipeline, AWS ECS, AWS ECR, AWS Parameter Store, GitHub Actions
  • Infra as Code: Terraform
  • Authentication and Authorization: AWS Cognito
  • AI & Making Decision: Oscilar analyses applicant's information and result of verification for making decision
  • Notifications: AWS SNS, Sendgrid

Compliance & Security

  • Adhered to GDPR guidelines and industry best practices for personal data protection
  • OAuth 2.1, token-based authentication, secure secrets management via AWS Parameter Store
  • Maintained full audit trails for verification, underwriting, and loan servicing processes

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