hoangsonww/Spot-the-Scam-AI-Job-Fraud
🎒 An AI/ML-powered, full-stack job-posting fraud copilot delivering calibrated risk scores, natural-language rationales, interactive chatbot, and real-time insights - powered by ONNX/MLflow exports, classical + transformer ensembles, quantization, Optuna hyperparameter tuning, Google AI LLM, and a sleek Next.js dashboard.
Combines XGBoost, LightGBM, and fine-tuned DistilBERT into a calibrated ensemble routed through FastAPI, with artifact versioning via MLflow to eliminate train-serve skew. Implements a gray-zone policy that flags ambiguous predictions for human review rather than forcing binary decisions, paired with a feedback loop that captures override signals for continuous retraining. Deploys across AWS, Azure, Google Cloud, and Oracle via Kubernetes and Terraform, with Argo CD for GitOps-driven rollouts and full observability through test calibration metrics (ECE=0.0066).
Stars
11
Forks
7
Language
Python
License
MIT
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
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