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FinTech & BankingSaaS & Products

Financial Analytics & Risk Intelligence Suite

An enterprise SaaS dashboard offering multi-portfolio analytics, automated ledger reconciliation, regulatory compliance reporting, and custom audit trails.

Timeline

8 months

Team Size

10 engineers

Category

SaaS & Products

Challenge

Manual financial reconciliation across heterogeneous banking endpoints caused multi-day reporting latencies and operational risk for asset managers.

Solution

Built a secure real-time streaming analytics engine with automated data aggregation pipelines and interactive risk visualization dashboards.

Outcome

Eliminated manual reconciliation lags and delivered real-time portfolio risk visibility with banking-grade encryption.

Key Features Delivered

Real-time multi-portfolio risk aggregation dashboard
Automated ledger reconciliation across 12+ banking APIs
Regulatory compliance report generation (SOX, Basel III)
Custom audit trail with immutable event log
Predictive risk scoring using ML models
Custom alerting for threshold breaches

Delivery Process

1

Data Mapping & Integration Audit

Catalogued all banking API endpoints, data schemas, and reconciliation rules.

2

Streaming Architecture Design

Designed Kafka-based event pipeline for real-time data ingestion and processing.

3

Dashboard & ML Development

Built interactive risk dashboards and trained predictive risk scoring models.

4

Compliance Testing & Rollout

Compliance validation, penetration testing, and institutional user training.

Project Outcomes

85%

Reduction in reconciliation time

Real-time

Portfolio risk visibility

$2M+

Annual ops cost reduction

SOX

Compliance achieved

Technology Stack

Frontend

Next.jsTypeScriptD3.jsRecharts

Backend

PythonFastAPICeleryApache Kafka

Database

PostgreSQLTimescaleDBRedis

Infrastructure

Microsoft AzureAKSAzure SQL

ML

scikit-learnpandasNumPy

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