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1. Aegis_WAF Aegis_WAF Public

   Multi-layered AI-powered Web Application Firewall for LLMs — fast regex triage, NeMo intent classification, CAMEL multi-agent verification, and adaptive feedback loop to block prompt injection, jai…

   Python 1 2

2. Drug_Toxicity Drug_Toxicity Public

   GNN + DMPNN ensemble with MC Dropout for multi-task molecular toxicity and activity prediction across 9 datasets · Random Forest fingerprint models · FastAPI web UI with 3D viewer

   Python

3. ffb-rgbd-mass-estimation ffb-rgbd-mass-estimation Public

   Zero-shot oil palm FFB mass estimation from Intel RealSense D455 recordings, with extremely sparse data (11 FFB .bag files) — temporal depth accumulation, adaptive foreground segmentation, and 2.5D…

   Jupyter Notebook

4. LightningFish LightningFish Public

   Multi-agent opinion simulation engine — paste a stock ticker or GitHub PR, watch 300+ AI personas debate and reach consensus in real time. Inspired by MiroFish.

   Python

5. road_segmentation road_segmentation Public

   Satellite road extraction pipeline: SegFormer-B2 semantic segmentation on DeepGlobe imagery (0.68 IoU) → morphological post-processing → A* pathfinding on predicted road networks. Includes a Gradio…

   Python

6. thermo-3dic-surrogates thermo-3dic-surrogates Public

   Physics-informed thermal surrogate benchmark for 3D/2.5D IC packaging — PINN, FNO/WHNO, PI-DeepONet, and autoregressive operators trained on real 3D-ICE ground truth across 8 geometries (single-die…

   Python