Avikshit Banerjee's repositories
Book-recommender-system
A collaborative filtering-based book recommendation system with a user-friendly Flask-based web interface
To-Loan-or-Not-to-Loan
Credit Scoring and Loan Approval Prediction: Utilizing a Stacking Classifier with Feature Engineering, PCA, and Hyperparameter Tuning for accurate loan approval predictions. Includes extensive data preprocessing and model evaluation.
llama_index_demo
For experimental purposes
Text-summarise-app
An end to end implementation of an LLM-based text summarisation app
Tagore-GPT
A GPT 3.5 based chatbot that can generate responses in the style of Rabindranath Tagore, providing an immersive experience for users who interact with it.
LLM-PDF-Chat-app
Created an app using Langchain, Streamlit and FAISS which uses OpenAI API to use GPT to answer questions from uploaded PDF files.
Production-ready-Text-summarisation-app
This repository contains the source code for an app that generates summaries for text documents. Tools: Fast API, Docker, AWS.
Image-Classification-using-CNN
A basic CNN is deployed to classify pictures of cats and dogs
Semantic-and-Sentiment-Analysis-of-low-frequency-linguisics-using-BERT
Semantic, Sentiment and Geographical Analysis of low-frequency linguists on Twitter
Time-Series-Analysis---XGBooost
This repo contains the code for predicting the energy usage a year into the future using 16 years of time series usage data, using XGBoost and ARIMA
gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
ML-AI-Research-Papers---Solved
This repository contains everything you need to become proficient in ML/AI Research and Research Papers
GPT-Powered-localy-trained-Chatbot
GPT 3.5 powered chatbot which can be trained on a local knowledgebase
scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
assemblyai-cli
AI Transcription using AssemblyAI
Hackathon-ML-Pipeline
This is a basic Data Science Hackathon Machine Learning Pipeline built using Ensemble and Stacking Methods in Python
Tableau-Projects
This is a repository containing the links to my Tableau projects
Uber-Data-Analysis
Visual EDA of Uber ride data
avikshit-banerjee.github.io
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
Gesture-based-automation
Code for a gesture based door locking mechanism using ATMEGA 18 microcontroller and radio tranceivers
indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
Chatbot
A retrieval-based chatbot using deep learning for giving appropriate responses to user inputs. It is widely used in the industry to make goal-oriented chatbots where we can customize the tone and flow of the chatbot to drive our customers with the best experience.