Sanika Nandpure

@sanikanandpure

CS @ UT Austin

Austin, TXJoined January 2024

About

I'm a second-year student at the University of Texas at Austin with an interest in engineering, math, and machine learning.

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Sanika Nandpure's blogs

Notes on AI Researchsanikanandpure.hashnode.dev25 posts

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Recently published

SNSanika Nandpuresanikanandpure.hashnode.devSep 11, 2025 · 1 min read

🍓 Introduction

I’m Sanika Nandpure, a third-year Computer Science student at UT Austin. I’m interested in ML for Systems, particularly how LLMs can be used to automate systems-related tasks. When I first started this website, I was working on research building Comp...

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SNSanika Nandpuresanikanandpure.hashnode.devAug 17, 2024 · 7 min read

Deconvolution of Astronomical Images with Deep Neural Networks

citation H. Wang, Y. Lin, A. Slosar, S. Sreejith, N. Ramachandra, and S. Yoo, “Deconvolution of Astronomical Images with Deep Neural Networks”. 1️⃣ first pass (abstract + information) optical astronomical images are affected by the point spread func...

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SNSanika Nandpuresanikanandpure.hashnode.devAug 17, 2024 · 10 min read

Adaptive Optics Based On Machine Learning: a Review (notes)

citation Y. Guo et al., “Adaptive optics based on machine learning: a review,” OEA, vol. 5, no. 7, pp. 200082–200082, 2022, doi: 10.29026/oea.2022.200082. first pass: abstract and introduction adaptive optics are used in almost all ground-based high...

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SNSanika Nandpuresanikanandpure.hashnode.devMay 19, 2024 · 1 min read

Decision Trees vs. Neural Networks

Decision trees/tree ensembles work well on tabular (structured) data, such as the type that you could store in a spreadsheet Neural nets are better than decision trees for learning and making predictions for unstructured data (images, audio, speech,...

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SNSanika Nandpuresanikanandpure.hashnode.devMay 19, 2024 · 1 min read

Decision Tree Boosting and XGBoost

Boosting is a way of making decision tree ensembles both more efficient as well as more accurate. It derives from a practice that you may be already familiar with known as deliberate practice. When preparing for a test, it is often a smart practice t...

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Sanika Nandpure

About

Available for

Sanika Nandpure's blogs

Recently published

🍓 Introduction

Deconvolution of Astronomical Images with Deep Neural Networks

Adaptive Optics Based On Machine Learning: a Review (notes)

Decision Trees vs. Neural Networks

Decision Tree Boosting and XGBoost

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Sanika Nandpure

About

Available for

Sanika Nandpure's blogs

Recently published

🍓 Introduction

Deconvolution of Astronomical Images with Deep Neural Networks

Adaptive Optics Based On Machine Learning: a Review (notes)

Decision Trees vs. Neural Networks

Decision Tree Boosting and XGBoost