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alloy-property-prediction-web-heroku

Predicting property of any multi-component alloy using model trained on DFT dataset

blockchain-python

Implementing a proof-of-work based crypto-currency using python

blogmaker

The self-made software package I used to make my blog. Feel free to use it!

classify-any-2images

A simple binary class image classifier. Just specify the two classes, It will create the dataset from duckduckgo image search and finetune a resnet18 model to achieve reasonably good result.s.

employee-attrition-prediction

Kaggle Competetion titled "EE 769 - Assignment 1 Competition", done as a part of Introduction to Machine Learning course at IIT Bombay in March 2020.

gpt-pdf-assist

A GPT based app build with LangChain. You can upload multiple PDF files and the GPT answers your questions with the context of uploaded PDF files.

image-segmentation-unet

internal-positioning-using-wi-fi-signal-strengths

The following files are of a project that has been done for the partial fulfillment of Data Mining Course (ME781 at IIT Bombay). Based upon the signal strength of WiFi router we have used various machine learning algorithms to predict the location of device. We are comparing performance of various algorithms here.

local-llm-rag-with-url

Dash based web application, which can take content of any web url into context for a locally run LLM with ollama.

parallelizing-convolutions-using-mpi

The following files are of a project that has been done for the partial fulfillment of High Performance Scientific Computing Course (ME766 at IIT Bombay). We have parallelized convolution operation using MPI programming in C. Please go through the attached PDF file for detailed description.

pirevi.github.io

realtime-prediction-gender-and-emotion

The following files are of a project that has been done for the partial fulfillment of Machine Learning Course (EE769 at IIT Bombay). We have implemented a Conv-Neural Network based model for predicting Emotion and Gender at Real Time on Keras with TesnsorFlow as backend. Please go through the attached PDF file for detailed description.

startbootstrap-clean-blog-jekyll

A Jekyll version of the Clean Blog theme by Start Bootstrap

stock-analysis

Career Launcher Machine Learning Internship (aspiration.ai).

waiter-chatbot

Creating a chatbot trained on bad-of-words model, using a small dataset of a coffee shop waiter. The model is created using neural-networks with pytorch.