Focus

• 01

  Detection & Tracking

  YOLOv8, ByteTrack, and multi-object tracking for CCTV intelligence and industrial sortation — vision that holds up in the field.

• 02

  Edge Inference

  ONNX pipelines deployed on Jetson and CPU hardware. Real-time perception where the compute actually lives.

• 03

  Applied Research

  Physics-rooted imaging — from laser cross-section volumetry to agentic LLM systems. Research that ships to production.

Latest writing

• Sep 22, 2026Latent Space for Chemometrics: What Spectra Are Really Telling You
• Sep 18, 2026LLM Inference on a Budget: What Actually Moves the Needle
• Sep 10, 2026Faster Vision Inference: From Detector to Deployed Pipeline

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