• Handled a Real-Time Government Facilitated Project for analyzing the land cover land uses change that occurred in the Eco sensitivity zone comprising of 6 major sanctuaries of Gujarat in the last 40 years. • Classification of 6 major landcover done with the help of various machine learning algorithms using Multi-Spectral Landsat legacy satellite images. • The finding of this research project will be used by the Forest Survey of Indian(FSI) for regulating as well as funding various forest departments to fight against deforestation for the respected Eco-sensitive zone.

JavaScript

Python

Machine Learning

3rd year CSE, BTech | Machine Learning Practitioner | Defence Analyst

my_project

github

medium

productHunt

Here, We have implemented quantum chemistry algorithm. We have implemented it using PennyLane library. The code has been run on IBM Quantum Computer.
We are part of Official Tutorial Pennylane: 
https://pennylane.ai/qml/demos_community.html

Quantum Computing - Weighted Subspace Search VQE to find Kth Excited state energies

Here, I am utilizing OpenCV to count pens and coins in image given. They are being differentiated by various area related conditions, filters and shapes. 

Advanced Object counter with OpenCV

Here, I am using Linear Regression, XGBRegression and Random Forest Regression algorithms on Nifty data to compare algorithm performance. Detailed EDA has been done here before algorithms. 

Classic ML Algorithms on Nifty

This is Exploratory data analysis project on medical data. Data analysis and feature engineering is extremely important step of ML and must be done carefully before model part of process.

Exploratory Data Analysis

This is YouTube video summarizer which utilize various libraries to extract captions of YouTube video and return Full text and summary of video without NLP approaches. 

Non ML approach to Text Summarization on YouTube videos

In this project, I am trying to explain ML basics with theory and code. This is an Open-Source project which is expected to have different parts including python library. Work started short ago and currently in progress. 

Siddharth Patel

3rd year CSE, BTech | Machine Learning Practitioner | Defence Analyst