I’m a Engineer / Architect / Builder. For more details about me, see About.
This is a reboot for writing my notes and thoughts online after several years of pause.
Recent Posts
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Beyond Answers, Below Autonomy: How Proactive AI Agents Offload Humans Without Overstepping
Proactive agents can offload humans from the glue work between insight and execution: they watch your systems, gather context, and turn signals into decision-ready options and actions. The key is staying below autonomy, because implicit context and accountability still sit with humans.
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Using BERT to perform Topic Tag Prediction for Technical Articles
Updated:Experiments using BERT Mini embeddings and linear SVM for multilabel tag prediction on LinkedInfo articles.
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A Walk Through of the IEEE-CIS Fraud Detection Challenge
Walkthrough of the IEEE-CIS fraud detection challenge with feature analysis and model experiments.
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Skin Lesion Image Classification with Deep Convolutional Neural Networks
Updated:Deep CNN experiments (DenseNet/ResNet) on HAM10000 for skin lesion image classification.
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Explore the house prices kaggle competition
Updated:Exploring Kaggle house prices with data cleaning, feature engineering, and regression baselines.
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Multi-label classification to predict topic tags of technical articles from LinkedInfo.co
Updated:Multi-label topic tag prediction for LinkedInfo.co using TF-IDF features and LinearSVC.