Vicky Dasta — AI researcher and computer vision engineer building production-grade vision systems: detection, tracking, and edge inference.https://dasta.web.id/https://dasta.web.id/blog/faster-vision-inference/https://dasta.web.id/blog/faster-vision-inference/ONNX, quantization, resolution trade-offs, and tracking tricks — how I squeeze real-time perception out of Jetson and CPU edge boxes.Thu, 10 Sep 2026 00:00:00 GMThttps://dasta.web.id/blog/latent-space-chemometrics/https://dasta.web.id/blog/latent-space-chemometrics/PCA, PLS, and latent variables for spectral data — how to compress thousands of collinear wavelengths into a handful of meaningful directions.Tue, 22 Sep 2026 00:00:00 GMThttps://dasta.web.id/blog/llm-inference-on-a-budget/https://dasta.web.id/blog/llm-inference-on-a-budget/KV-cache, quantization, batching, and speculative decoding — the practitioner shortlist for serving LLMs fast without a GPU cluster.Fri, 18 Sep 2026 00:00:00 GMThttps://dasta.web.id/blog/training-detectors-that-survive-the-field/https://dasta.web.id/blog/training-detectors-that-survive-the-field/Data curation, augmentation for ugly conditions, and evaluation beyond mAP — a field manual for training detectors that hold up on deployment.Wed, 02 Sep 2026 00:00:00 GMT