My Portfolio
Hello, I'm Shashin from Nepal, deeply passionate about Deep Learning, NLP, and GenAI. I explore the synergy of technology and creativity to develop cutting-edge applications and push the boundaries of innovation.
Check out my diverse projects and skills, where I bring ideas to life and strive for excellence in every endeavor.
Skills & Frameworks
My Projects
Automatic Speech Recognition
Advanced system leveraging a CNN-BiLSTM and Conformer acoustic model with a CTC decoder and KENLM for contextual understanding, combined with speech emotion recognition and T5 for summarizing speech into concise insights.
Data Science - Python
Discover a concise repository on Python syntax, machine learning, PyTorch, computer vision, and transfer learning for data science enthusiasts. Explore code examples and tutorials to boost your skills.
Generative-AI
Leverages LangChain and LlamaIndex to integrate LLMs like OpenAI GPT, Google Gemini, and LLAMA with Pinecone for advanced applications, using APIs or open-source models from OLLAMA or Hugging Face.
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
Fine-tune DistilBERT and LSTM for sentiment classification of text data, providing insights into positive or negative sentiments.
Movie Recommendation
Experience personalized movie recommendations tailored to your preferences through a content filtering system utilizing cosine similarity.