Hi! I'm Astik. Currently a Machine learning intern and recent computer science graduate with strong experience in Machine Learning, Computer Vision and Software Engineering, developing data-driven and human-centered solutions.

Research Interests: Explainable AI, Computer Vision & Graphics, Machine Learning, Human-Centered Computing

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Read some of my recent works

Depth-Aware Background Blur for Enhanced Portrait Photography
Published on

Depth-Aware Background Blur for Enhanced Portrait Photography

Computer VisionDeep Learning
Creating a portrait-style image effect by using MiDaS model for robust depth estimation.
Resume Summary and Skills Extraction using NLP and ML
Published on

Resume Summary and Skills Extraction using NLP and ML

Machine Learning
Built an automated system to extract, summarize, and identify key skills from resumes using Python, BART, spaCy, KeyBERT, and KMeans.
Devanagari Script Recognition- Comparing CNN, SVM, ViT, and Capsule Networks
Published on

Devanagari Script Recognition- Comparing CNN, SVM, ViT, and Capsule Networks

Machine LearningComputer Vision
Comparing machine learning models for recognizing handwritten Devanagari script, using a dataset of 92,000 images.
Transliteration of Limbu Language
Published on

Transliteration of Limbu Language

NLP
This project bridges linguistic gaps on Limbu languages through innovative NLP techniques, offering round-trip fidelity and collision handling.
Finetuning Gpt-Neo for Medical Q&A
Published on

Finetuning Gpt-Neo for Medical Q&A

Machine Learning
How can small language models like GPT-Neo be tailored for specialized applications such as medical question answering?
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