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Shashwat's Projects

ai-gourmet-composer icon ai-gourmet-composer

Lang Chain projects showcasing my skills in the leading new LLM's and creating custom applications.

awesome-whisper icon awesome-whisper

🔊 Awesome list for Whisper — an open-source AI-powered speech recognition system developed by OpenAI

clap icon clap

Learning audio concepts from natural language supervision

datamining icon datamining

Welcome to my Data Mining Repository! 📊💻.

deeplearning icon deeplearning

This repository contains implementation of Deep Learning methods such as Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Artificial Neural Networks (ANN), Self Organising Maps (SOM), Boltzmann Machines (BM) and AutoEncoders.

dietclassifier icon dietclassifier

The goal is to create models that can automatically categorize food images based on their visual content. This task is interesting because it has practical applications in dietary monitoring and personalized nutrition planning, and it requires handling challenges related to diverse food appearances.

emo_conversational_ai icon emo_conversational_ai

Conversational AI with capabilities of expressing emotions and mimicking the nuances of any persons voice as well as emotional characteristics.

fine_tuining icon fine_tuining

In this repo I am showcasing my Fine-tuning of LLMs skills and knowledge for various use cases and domains.

llm-equity-research-tool icon llm-equity-research-tool

In this LLM project, we will use langchain, openai API, and streamlit to build a news research tool that can be used by equity research analysts to conduct their research.

sentiment-analysis-from-tweets icon sentiment-analysis-from-tweets

This project is focused on developing a sentiment analysis model, emphasizing the importance of effective text processing and feature engineering. The goal was to improve performance over a baseline model by refining preprocessing steps, feature extraction techniques, and model tuning.

torchgeo icon torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

vector-space-semantics-for-similarity-between-friends-characters icon vector-space-semantics-for-similarity-between-friends-characters

Document Similarity and Character Interaction Analysis Project - This project focuses on analyzing document similarity and character interactions in a textual dataset. It involves a series of data processing and feature engineering steps to enhance the model's ability to capture nuances in text data and improve similarity metrics.

whispering-llama icon whispering-llama

EMNLP 23 - Integrating Whisper Encoder to LLaMA Decoder for Generative ASR Error Correction

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