FastAPI Tauri 2 C#/Revit MCP OIDC
Lead ML Engineer with product and presale background
Four enterprise AI systems in production
vLLM ChromaDB Jina v4 PaddleOCR
Qwen 3.6 xgrammar networkx
Whisper MMS-TTS low-resource
Presale architecture, tech lead, mentoring
Five production-grade ML repos on a shared template
| Repo | Task | Model | Metrics |
|---|---|---|---|
| chest-xray-classifier | 3-class pneumonia | ConvNeXt-V2-Tiny | AUROC 97.5% HF |
| brain-mri-segmentation | Tumor segmentation | SegFormer-B2 | Dice 65.5% HF |
| vehicle-keypoints | 14-kp car pose | YOLO26-pose | OKS-mAP 22.0% HF |
| cardio-risk-rf | Tabular CV-risk | LightGBM | ROC-AUC 79.8% HF |
| grnti-text-classifier | GRNTI 28-class | XLM-RoBERTa | Top-1 72.4% HF |
3-class pneumonia · ConvNeXt-V2-Tiny
AUROC 97.5%
HF
Tumor segmentation · SegFormer-B2
Dice 65.5%
HF
14-kp car pose · YOLO26-pose
OKS-mAP 22.0%
HF
Tabular CV-risk · LightGBM
ROC-AUC 79.8%
HF
GRNTI 28-class · XLM-RoBERTa
Top-1 72.4%
HF
Get in touch
hiring · consulting · presale