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Hello there! šŸ‘‹

šŸŒ± Iā€™m currently learning and growing in [Machine Learning / Algorthims]

šŸš€ Feel free to connect with me! I'm always up for interesting discussions and collaborations.

Shreyansh Rajput's Projects

autonomous-driving-object-detection icon autonomous-driving-object-detection

The ideas and methodologies implemented in this project are inspired by YOLO (You Only Look Once) version 8, a state-of-the-art object detection model known for its speed and accuracy. The system leverages YOLOv8 to detect and classify objects on the road

codeforces_solutions icon codeforces_solutions

solutions to various problems from the Codeforces , atcoder and codechef platforms. While I strive to solve as many problems as I can, please note that I may not be able to solve every single one. Nonetheless, I am committed to sharing the solutions I have managed to complete.

discordbot icon discordbot

A very simple bot Which replies on your specific needs

handwritten-digit-recoginition icon handwritten-digit-recoginition

This utilizes the TensorFlow framework to implement a neural network model for handwritten digit recognition. Trained on the MNIST dataset, which consists of 60,000 training images and 10,000 testing images, the model classifies digits from 0 to 9 with high accuracy.

neural-network-for-cat-image-classification icon neural-network-for-cat-image-classification

This script defines essential functions for constructing a deep neural network from scratch for image classification. It includes activation functions like sigmoid and ReLU, data loading from H5 files, parameter initialization, forward and backward propagation for training, gradient descent for parameter updates, and functions for prediction

personal-voice-assistant-using-llm-functioncalling icon personal-voice-assistant-using-llm-functioncalling

The Personal Voice Assistant is a sophisticated AI-driven tool designed to interact with users through natural language. Leveraging a state-of-the-art language model (LLM), this assistant provides a seamless and intuitive experience by understanding and executing functions.

rag_over_llm_for_pdf_chatbot_free icon rag_over_llm_for_pdf_chatbot_free

Retrieval-Augmented Generation on PDF for Free, Integrated with Memory to recall previous interactions, it operates as a sophisticated lang-chain application.

youtube_audio_transcripter icon youtube_audio_transcripter

Youtube Audio transcription with WhisperAi , The script downloads audio from a YouTube video and transcribes them into text.

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