Profile overview https://bingsu-portfolio.vercel.app
This page is dedicated to in-depth understanding of my projects including architecture and tech stacks.
Email Security (Blue teaming)
Email ingestion, classification and filtering using phishing detection models
Contributions are outlined, with new developments in red
Stack used: Pytorch, Tensorflow, Docker, AWS, Linux KVM
AI/ML: Xgboost, LSTM, finetuning, EDA, Shap
Entire pipeline achieved 30% improvement from base model (directly prompting GPT for classification)
Phish generation (Red teaming)
Contributions are outlined, with new developments in red
Stack used: Ruby on Rails, Flask, Langchain, Postgresql
AI/ML: agent, open layer, prompt engineering, RAG
RAG involved explorations into sender persona generation
Generative AI for on-device privacy
Pipeline to be deployed on RN or to IOS direct
Stack: Python, C++, Swift, React Native