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Company
Work
Insights
- Insights
- Fine-tuning compact multimodal Qwen models on DGX-class systems
- From model checkpoint to AXERA edge accelerator deployment
- Structured model-output contracts and fail-closed AI integration
- Privacy engineering for local phone reports using signed URL-fragment payloads
- Designing solar and battery edge AI from the energy budget outward