Smart Energy Anomaly Detection
Apr 15, 2021
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1 min read
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Highlights
- Developed an XAI solution to detect and interpret abnormal events in power system operation images.
Authors
Senior Staff Engineer | LLM Inference Optimization | Model Compression
I am a Senior Staff Engineer working on efficient AI systems, with a focus on LLM inference optimization and model compression.
My work spans quantization, pruning, knowledge distillation, sparsity, and decoding algorithms, with an emphasis on reducing deployment cost while preserving model quality.
I hold a Ph.D. in Computer Science from KAIST, with a research background in out-of-distribution detection, anomaly segmentation, uncertainty estimation, generative modeling, and computer vision.