Hi, I'm Astik šŸ‘‹

I'm a computer science enthusiast, doing machine learning, natural language processing and creating human centered designs.

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Read some of my recent works

Recognizing Devanāgarī Script
Published on

Recognizing Devanāgarī Script

Machine Learning
Comparing CNN and SVM for recognizing handwritten Devanāgarī script, using a dataset of 92,000 images. CNN achieved 98.66% accuracy, excelling in feature extraction, while SVM was faster but less precise (95.24%).
Transliteration of Limbu Language
Published on

Transliteration of Limbu Language

Natural Language Processing
This project bridges linguistic gaps on Limbu languages through innovative NLP techniques, offering round-trip fidelity and collision handling.
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