Loops HouseDigital Fraud & Synthetic-Media Forensics Platform
Privacy-preserving deepfake and fraud forensics for trust-and-safety and law enforcement teams

CodeRush 2.0
Team
1 member- DI
Divya Khandre
Team Lead
Overview
An end-to-end digital investigation platform for trust-and-safety analysts, fraud investigators and law enforcement. A multimodal ingestion pipeline runs four specialised agents: a voice agent that transcribes audio with Whisper and measures spectral phase variance and neural TTS clone signatures; a video and face agent that analyses lip-audio sync offset, blink rate, landmark jitter and Error Level Analysis on keyframes; a document agent using EasyOCR plus font baseline and kerning checks, ELA compression analysis and EXIF editing tags; and a metadata and network agent that inspects SIP VoIP caller ID spoofing, proxy and Tor exit nodes, cellular tower hops and device velocity anomalies. Findings feed an interactive evidence topology graph built on React Flow and NetworkX, linking victims, scam phones, voice clones, deepfake videos, edited documents, bank accounts, IP clusters and devices, each node carrying SHA-256 custody tags. A RAG copilot lets investigators query case context in natural language, and a toggleable privacy redaction mode pseudonymises PII throughout.