My Portfolio
Hi, I'm Shashin a passionate AI enthusiast with expertise in Deep Learning, Natural Language Processing, and Generative AI. I strive to create innovative solutions that bridge technology with real-world applications.
Check out my diverse projects and skills, where I bring ideas to life and strive for excellence in every endeavor.
Skills & Frameworks
My Projects
Vocal Mind
ASR utilizing Conformer-CTC trained from scratch using beam search with n-gram language model, integrated with a speech emotion analyzer and BART text summarizer.
Data Science
Discover a concise repository on Python syntax, Machine Learning, PyTorch, PyTorch Lightning, Computer Vision, and Transfer Learning for data science enthusiasts. Explore code examples and tutorials to boost your skills.
Neural Machine Translation 🤖
Bidirectional English-Nepali translation using an RNN-based Seq2Seq model with Attention, based on Neural Machine Translation by Jointly Learning to Align and Translate.
MCQ-Generator
A simple multiple-choice question generator leveraging Google's Generative AI (Gemini-1.5-Flash API) and LangChain, integrated with a user-friendly Streamlit frontend.
Text Sentiment Analysis
Comparing RNNs with Additive Attention and Transformers (DistilBERT & RoBERTa) for sentiment classification performance and interpretability.
Movie Recommendation
Experience personalized movie recommendations tailored to your preferences through a content filtering system utilizing cosine similarity.