Auto EDA for NLP Auto Preprocessing for NLP Python Library

Data-Purifier

A Python library for Automated Exploratory Data Analysis (EDA), Automated Data Cleaning, and Automated Data Preprocessing for Machine Learning and Natural Language Processing Applications in Python.

40,000+ Package Downloads via 'pip'

Intent Classification Custom Dataset Entity Recognition

Codify

Codify enables the data scientists to perform all the tedious and time-consuming tasks such as EDA, data pre-processing, etc. By only conveying the logic of the task in natural language (English) and the system will automatically give out all the relevant python code snippets.

Real-Time Image Classification Mobilenet Tensorflow JS

KNN Classification Web Application

Sign Language Translator

Sign Language Translator enables the hearing-impaired user to communicate efficiently in sign language, and the application will translate the same into text/speech. The user has to train the model, by recording the sign language gestures and then label the gesture. The user can then use the saved and recorded gestures while speaking to other people.

Breast Cancer Heart Disease Chronic Kidney Disease

Disease Prediction Flask

Impulse LifeSaviour

Flask Based Web App with 5 Machine Learning models including the 10 most common Disease Prediction and Infected Coronavirus predictions with their respective symptoms as inputs. The other 3 models are Breast Cancer, Chronic kidney disease, and Heart disease predictions which require medical reports (pdf) or report data as input.

Algorithm Visualization

Visualize and learn various Pathfinding, Sorting and Searching algorithms via awesome visualization website and good quality study material, Click here to visit.

Pathfinding Algorithms

Breadth First Search
Depth First Search
Best First Search
Dijkstra Algorithm
Astar Algorithm

Sorting Algorithms

Bubble Sort
Insertion Sort
Selection Sort
Merge Sort
Quick Sort
Heap Sort

Searching Algorithms

Linear Search
Jump Search
Binary Search
Exponential Search

Fruit Seller Chatbot with Recommendation System 🤖

Fruits/Vegetable Seller Bot built with RASA in which a recommendation system is integrated (Apriori Algorithm) And MySql Database to record all the transactions and products/stock details.

Integrated Features

Sign In and Sign Up functionality with DB support
User can check if the company sells a particular fruit or not
Check the price of fruits
Fruit menu which display fruit and price per kg
User can verify the product detail which he want to purchase before checkout
User can place order, which will then be stored in DB
User can get details of his last purchase as well as all purchases
Product Recommendation using Apriori Algorithm integrated

Admin Features

Admins can ask questions like:

Who are my best customers
Area from, where i get max profit
Best selling product
What is my current stock of apples in mumbai
What is my total revenue
Montly revenue
Profit earn from selling apples in nagpur
Which products are not selling
Which fruits are giving me loss
What is the most asked fruit and i don't have it

Traffic Light Control System Arduino Radio Transceiver

Reliable Mechanism for Emergency Vehicle to avoid getting stuck in Traffic Jam, thereby saving life and time.

Proposed System

Transmitter is fitted on the emergency vehicle, the only thing which driver has to do is turn on the switch which will make that particular signal green and others red , and then the driver can reach his destination quicker.

As you can observe, there are two major components for smart traffic light system, and it requires two arduino models.

Arduino Mega: Responsible for traffic light system and receiving radio signals.

Arduino Pro Micro: Responsible for sending radio signals.

System Schematic

Schematic Traffic Light Control System.png

Click Here For Working Video

Exercise And Yoga Tracker 🧘‍♂️

Click here to visit website.

With the need to be fit and healthy on the rise today, Yoga-Tracker proves to be a valuable solutions, some of them are listed below:

Yoga-Tracker classifies various Yoga poses and not just static pictures but also real time yoga poses performed in front of the camera.
It tracks how long you hold a yoga pose and keeps a track record which motivates you in your journey.
It educates users of various poses and it's benefits along with proper guidance on how to perform them.
It boasts of comaptibility over all devices, Web, Android and IOS.

Hello All, I am

Abhishek Manilal Gupta

Skills

Languages

Web Development Skills

Data Sciences Skills

Tools & Platforms

Education

BE

Fr. Conceicao Rodrigues Institute of Technology (FCRIT), Navi Mumbai.

CGPI: 9.52 (85.81%)

HSC

Sanpada College of Commerce and Technology, Navi Mumbai.

Percentage: 88.08%

SSC

St. Lawrence High School, Navi Mumbai.

Percentage: 84%

Work Experience

Infinity Holdings

Part-time Software Developer

Apr 2021 - Mar 2022 · 1 yr

Nlpbay

Software Developer Intern

Sep 2020 - Jan 2021 · 4 mos

Dshatabdi Company