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Research Projects

17 projects with an active fraud AI launch stack: 5 synced repos and 7 live Cloud Run services

17
Curated Projects
5
Featured
300K+
Lines of Code
2
Published Research
completedproduction-ai

Enterprise AI Platform

Modular enterprise AI platform comprising three focused systems: multi-agent orchestration (enterprise-agents), production infrastructure (enterprise-ai-infra), and hybrid RAG retrieval (enterprise-rag).

llmraglanggraphllmops+5 more
FastAPILangChainLangGraphLlamaIndex
completedfederated-learning-security

Federated Healthcare Fraud Defense (SignGuard)

A secure federated learning framework that lets US states collaboratively train healthcare fraud detection models without sharing sensitive patient data.

federated-learninghealthcaresecurityfraud-detection+1 more
PythonPyTorchCryptography
completedfederated-learning-security

Federated Learning Security Ecosystem

Three-repo federated learning security ecosystem: core FL algorithms (federated-learning-core), adversarial attack/defense toolkit (fl-adversarial-security), and privacy-preserving ML components (privacy-preserving-ml).

federated-learningsecurityadversarial-mlprivacy-preserving+3 more
PythonPyTorchFlower (Flwr)PySyft
completedfederated-learning-security

Federated Phishing Detection Platform

Two-repo phishing detection platform: fedphish-platform for federated collaborative detection, and phishing-detection-engine for URL/domain/content-based ML classification.

privacy-preserving-mlfederated-learningcybersecurityphishing-detection+4 more
PyTorchFlower (Flwr)TenSEALPyCryptodome
completedproduction-ai

Fraud Agent Monitor

LangGraph-based monitoring pipeline with 4 specialized fraud agents, deployed as API and dashboard services on Cloud Run.

fraud-detectionagentslanggraphfastapi+1 more
PythonLangGraphFastAPIStreamlit
completedproduction-ai

Fraud AI Portfolio (Launch Hub)

Launch hub connecting 5 GitHub repositories to 7 live Cloud Run services, with deployment validation and service inventory tracking.

portfoliodeploymentcloud-runfraud-detection+1 more
GitHubCloud RunFastAPIStreamlit
completedproduction-ai

Fraud LLM Finetune

QLoRA fine-tuning pipeline for 3-class fraud narrative classification with a live Cloud Run interactive demo.

llmqlorafraud-detectiontransformers+1 more
PythonTransformersQLoRAGradio
completedfraud-detection

Fraud ML Engine

End-to-end fraud detection ML system combining feature engineering pipelines, multi-family model benchmarking (XGBoost, LightGBM, deep learning, anomaly detection), SHAP/LIME explainability, and production real-time scoring API.

fraud-detectionmachine-learninganomaly-detectionrisk-scoring+2 more
PythonFastAPIXGBoostLightGBM
completedproduction-ai

FraudShield RAG

Retrieval-augmented fraud investigation system with live API and UI deployment on Cloud Run, grounded responses, and source citations.

fraud-detectionragllmfastapi+1 more
PythonFastAPILangChainQdrant
completedsecurity-research

FraudwareAnalyzer: Static Analysis of Banking Malware

A static analysis engine with 95.7% accuracy that reverse-engineers and classifies zero-day banking trojans by extracting behavioral fingerprints.

malware-analysisstatic-analysisthreat-intelligencebanking-trojans+1 more
PythonpefileYARARadare2
completedfinancial-ml

IDX AI Trading System

Full-stack AI trading platform for the Indonesia Stock Exchange — FastAPI backend, 13-page Streamlit dashboard, IMSS multi-agent market simulator, ML prediction pipelines, and research workspaces with Playwright E2E coverage.

algorithmic-tradingmachine-learningbacktestingsentiment-analysis+3 more
PythonFastAPIStreamlitTensorFlow
completedfraud-detection

MedicaidGuard

A production machine learning system that analyzes 227 million Medicaid records to automatically detect and flag complex healthcare fraud.

machine-learningfraud-detectionhealthcarexgboost+1 more
PythonXGBoostAutoencodersIsolation Forest
completedhealthcare

MedicaidGuard Deploy

Production-style Medicaid fraud inference stack with Cloud Run API + dashboard deployment, batch scoring, and model health telemetry.

healthcarefraud-detectionfastapistreamlit+1 more
PythonFastAPIXGBoostStreamlit
completedproduction-ai

MedicaidLens

An interactive dashboard that makes $1.09 Trillion in healthcare spending transparent, allowing investigators to visually explore ML-flagged fraud anomalies.

reactfastapidata-visualizationduckdb+1 more
ReactTypeScriptPythonFastAPI
completedweb-development

Portfolio Website

This high-performance, statically generated portfolio website you are looking at right now, built from scratch with Astro, React, and Tailwind CSS.

portfolioastrotailwind-csstypescript+2 more
AstroTailwind CSSTypeScriptMDX
completedfederated-learning-security

SignGuard: Cryptographic FL Defense

Layered defense system combining ECDSA digital signatures, multi-factor anomaly detection, and time-decay reputation scoring to protect federated learning from Byzantine poisoning attacks.

federated-learningsecuritycryptographyecdsa+3 more
PythonPyTorchFlower (Flwr)ECDSA (secp256r1 / P-256)
completedsecurity-research

Steganography Research (Published)

Published steganography research implementing PVD+LSB+Modulo encoding with CTR_DRBG randomization and empirical image-quality evaluation.

steganographyresearchpublicationimage-processing
PythonOpenCVNumPyPyCryptodome