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ai-demos

Code from presentations

api-for-hotel-reviews

An API built using flask deployed on aws lambda which uses a model that in-turn classifies hotel reviews into good and bad . If its a bad review it lists out all the issues faced in the review so that the hotel management can quickly solve these issues in an automated manner

auction-app-react-redux

bert_score

BERT score for text generation

blood-bank-dbms-project-

Blood donation database management

bookrecommendationsystem

-> Built “Books Recommendation System - Item: Item Based” for amazon by analyzing more than 1 Million products (metadata) -> Executed graph analysis, developed weighted edge graph and finalized an ego network with depth=1 based on product similarity -> Devised a formula for the best recommendations combining factors such as degree of centrality

cc_ue20cs351_project4_breaking_down_monoliths_458_471_475_489

chat-with-video-application-using-open-source-models-with-langchain

chatapplication_using_java_mvc

deep-seek

LLM powered retrieval engine designed to process a ton of sources to collect a comprehensive list of entities.

digitisation-and-automation-of-rajasthan-fir-documents-using-google-vision-api-

An python application built for converting all the new fir documents stored as a pdf into a digitised text format using google vision api. Extracting relevant information from it using regex in python followed by storing into an sql database

dotnet-banking-app

e_bike-database-app

faiss-youtube-dataloader-llm

FAISS-youtube-dataloader-LLM enhances FAISS integration with RAG models, providing a you tube video transcript data loader for efficient handling of large text datasets. This facilitates seamless use of FAISS for similarity search tasks in RAG applications, improving performance in natural language processing projects.

feature-engineering-on-a-given-data-set-using-jupyter-notebook

getting-started

A guide to making your first open-source contribution !

githubintro

gpt_resume_analysing

Using Langchain and OpenAI to analyse resume

gre_prep

This is a guide for how one can prepare for GRE within a month's duration.

image-segmentation-of-brain-tumors-followed-by-deployment-of-the-model-on-gcp

Using a deep learning framework to segment tumors and glimas in the brain for tumor detection, followed by deployment of the same on google cloud platform.

learning-git-merge

llm-codes

code for different Text Generation LLM's

llm_comparsion

Only for "Mad" people

machine-learning-with-python

Python code for common Machine Learning Algorithms

mern-stack-web-development

This project consist MERN boiler plate code.

mini_kafka

A mini-kafka setup done using socket programming in python consisting of dynamic producers, consumers, 3 brokers and a zookeeper for broker election and heartbeat monitoring. The topics are hashed and stored in corresponding directories

morket-research_software

musicians_recommendation

A recommendation system for classical music performers using graph embeddings.

nano-demo-calculator-app

Demo app to test and get used to the demo envrionment

network-analysis-and-mining-on-the-novel-merchant-of-venice-