Logu Lokesh
  • Lab Topology
  • KinAi-Project
  • FinCrime-Project
  • Legacy Projects
  • Back to Logu.au
find with me
Logu Lokesh
Logu Lokesh
  • Lab Topology
  • KinAi-Project
  • FinCrime-Project
  • Legacy Projects
  • Back to Logu.au
find with me

Projects Category: FinCrime-GenAI

  • Home
  • FinCrime-GenAI
FinCrime-GenAI
10

FinCrime-NameSift-LLM

FinCrime-NameSift-LLM

LIKE THIS 10
FinCrime NameSift LLM: AI-Powered Financial Crime Detection

FinCrime NameSift LLM: AI-Powered Financial Crime Detection

Advanced Name Screening for Compliance and Security

[πŸ€– AI-POWERED] β€’ [πŸ” NAME SCREENING] β€’ [πŸ”’ SECURE]

FastAPI Streamlit PostgreSQL Ollama

🧠 LLM-Enhanced β€’ πŸ“Š Fuzzy Matching β€’ ☁️ Scalable

Transform compliance with intelligent, real-time screening

FinCrime NameSift LLM


Why FinCrime NameSift LLM?

FinCrime NameSift LLM is a cutting-edge platform for financial institutions, leveraging FastAPI, Streamlit, and Ollama’s LLMs to deliver real-time name screening and risk assessment. With fuzzy matching, vector-based similarity search, and PostgreSQL with pgvector, it ensures precise detection of high-risk entities while maintaining compliance and security.

Key Features

  • πŸ” Intelligent Screening: Real-time fuzzy matching with sub-second responses.
  • πŸ“‹ Watchlist Management: Supports CSV, JSON, and ISO 20022 XML for bulk processing.
  • πŸ€– AI Analytics: LLM-powered risk explanations and predictive insights.
  • 🎨 Premium UI: Dark-mode, responsive Streamlit interface with customizable dashboards.
  • πŸ”’ Secure Architecture: JWT authentication, PostgreSQL with pgvector, and Redis caching.
  • ☁️ Cloud-Ready: Deployable on AWS, Azure, and GCP with horizontal scaling.

Security by Design

FinCrime NameSift LLM ensures robust security with JWT authentication, rate limiting, and ACID-compliant PostgreSQL storage. All data processing, including LLM analysis, is optimized for privacy and compliance, with comprehensive audit trails for regulatory reporting.

Integration with KinAI Ecosystem

FinCrime NameSift LLM integrates with the KinAI Ecosystem, sharing screening results via a secure chat hub for responses like: β€œHigh-risk entity detected; review required.” It complements KinAI-Vision, CareVault, NexPatrol, Mentor, and GeoPulse for a comprehensive compliance solution.

Get Started

Explore FinCrime NameSift LLM on GitHub for setup guides, code, and documentation. Enhance your financial crime detection today!

Visit FinCrime NameSift LLM on GitHub


Built with ❀️ for security, intelligence, and compliance.

FinCrime-GenAI
7

FinCrime CDD Intelligence

FinCrime CDD Intelligence

LIKE THIS 7
FinCrime CDD Intelligence: AI-Powered Customer Due Diligence

FinCrime CDD Intelligence: AI-Powered Customer Due Diligence

Enterprise-Grade Financial Crime Prevention Platform

[πŸ€– AI-POWERED] β€’ [βš–οΈ RISK ASSESSMENT] β€’ [πŸ”’ SECURE]

Python Streamlit XGBoost AWS GCP Azure Docker

🧠 LLM-Enhanced β€’ πŸ“‹ Document Validation β€’ ☁️ Multi-Cloud

Empower financial institutions with intelligent, secure CDD

FinCrime CDD Intelligence


Why FinCrime CDD Intelligence?

FinCrime CDD Intelligence is an enterprise-grade platform for financial institutions, combining AI/ML with regulatory compliance for seamless customer onboarding and risk assessment. Powered by Streamlit, XGBoost, and LLMs via Ollama, it automates document validation and delivers precise risk scoring, deployable across AWS, Azure, and GCP.

Key Features

  • πŸ§‘β€πŸ’Ό Customer Onboarding: Collects data and validates documents using AI (llava:7b).
  • πŸ“ˆ CDD Risk Scoring: Combines XGBoost and LLM (granite3.2) for structured and unstructured risk analysis.
  • πŸ“„ Document Validation: Identifies passports, IDs, and income proofs with high accuracy.
  • βš–οΈ Risk Categorization: Classifies customers as low, medium, or high risk in real-time.
  • ☁️ Multi-Cloud Support: Deploys on AWS, Azure, and GCP with Kubernetes orchestration.
  • πŸ”’ Secure Design: Uses SQLite locally, with enterprise options for encrypted cloud storage.

Security by Design

FinCrime CDD Intelligence ensures enterprise-grade security with AES-256 encryption, TLS 1.3 for data in transit, and comprehensive audit logging. It supports SOC 2, PCI DSS, and GDPR compliance, with multi-cloud redundancy for 99.99% availability.

Integration with KinAI Ecosystem

While a standalone solution, FinCrime CDD Intelligence can integrate with the KinAI Ecosystem, sharing risk insights via a secure chat hub for responses like: β€œHigh-risk customer detected; manual review required.” It complements KinAI-Vision, CareVault, NexPatrol, Mentor, and GeoPulse.

Get Started

Explore FinCrime CDD Intelligence on GitHub for setup guides, code, and documentation. Strengthen your financial crime prevention today!

Visit FinCrime CDD Intelligence on GitHub


Built with ❀️ for security, intelligence, and compliance.

FindMe

Tags

#Alerting #Analytics #BusinessIntelligence #CloudStorage #Communication #Database #DataIntegration #DataOrchestration #DataTransformation #DataVisualization #DistributedDatabase #ETL #Messaging #Monitoring #NoSQL #ObjectStorage #QueryEngine #RealTimeProcessing #ReverseProxy #SecretManagement #Security #Spark #SQL #Visualization #WebServer #WorkflowAutomation

Β© 2025. All rights reserved by Logu.au