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Rhitesh Kumar Singh's Projects

30_nutritioncounter icon 30_nutritioncounter

Developed a nutrition counter web app using MERN stack and Pytesseract ocr for extracting text and tables from ingredient and product tables and gave recommendations to the customers

chunkviz icon chunkviz

Visualize Different Text Splitting Methods

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

neural-pos-tagging icon neural-pos-tagging

Designed and implemented POS taggers using Feed Forward Neural Networks and LSTMs and evaluated them using accuracy, f1 score and confusion matrix. Did extensive hyperparameter tuning to achieve high performance. INLP Assignment, Monsoon '24.

qa-chatbot-using-rag-smai icon qa-chatbot-using-rag-smai

SMAI Project. Made an abstractive qa RAG chatbot using Langchain and experimented with variety of vector stores and retrievers and evaluated them using Ragas

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