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## Purpose Client project for an AI Chatbot integrated with Chatgpt/OpenAI. That chatbot could be used for customer support, sales, and marketing. It had option to be custom trained for specific use cases by the business utilizing this chatbot. It is embeddable to any website with simple steps and had a dashboard to manage the chatbot.

## Purpose Project to Build a new and better Keyword driven & data driven framework for automation testing of web applications compared to an old one written in Java. Initial versions included UI using Python's Tkinter library, but later shifted to a web based interface loaded from static files using Selenium. Flask was used to serve static files and handle API requests. <!-- ## Features Todo -->

## Purpose <!-- Write purpose and working overview based on following code functionality --> This project aims to verify the location of Instagram posts. It reads the data from a file, and checks if the coordinates reside within the US. If not, it adds them to a list to verify. It then verifies the locations using Instagram, it opens the profile of user and get the coordinates. If no coordinates are found it generates them using city or country name, then if the location is not in the US, it deletes the entry from the data. At end it writes the updated data to a new file.

## Purpose The main purpose of this project is to create a fast COVID-19 dashboard and parser that can raise awareness among the public, visualize data for easy understanding, gather data for research and experiences, and provide a platform for the public to interact with the data.

## Purpose This project was part of a larger project to create a weather news channel content. It aimed to start the program at bootup unattended and run a looping slideshow from given media. The loop must complete by something divisible by 1 hour. It should display each media for a given amount of time set manually. Videos must play with sound on from start. Don't loop the videos. Include animations like fade. Automatically install new media from a given folder. Run the slideshow on screen 2 fullscreen with controls on screen 1. Have up to 5 wheels (content being displayed in specific areas of the screen), each with separate media files and slideshow. Display the current system time. <!-- ## Features Todo -->

## Purpose This project was part of a larger project to create a weather news channel content. It created .mp4 video from images of weather forecast. The images were downloaded from a weather API using another project and then converted to a video using ffmpeg. The settings for the video were imported from a json file. <!-- ## Features Todo -->

## Purpose Project to Encrypts contents of csv with a "key" file. It requires the file for decryption. <!-- ## Features Todo -->

## Purpose Project to keep 100 random values from a csv file and randomize them, and deleting the remaining values. It was kind of getting sample data from a large dataset. <!-- ## Features Todo -->

## Purpose Project to scrape title, description, github link, date, pdf link, dataset link, and category of papers from paperswithcode.com. The data was then stored in a csv file for further analysis. <!-- ## Features Todo -->

## Purpose Bike Management System's backend was a practice project to get to know and practice API blueprints and SQLAlchemy. It had all crud operations along with support to export data as csv. It could process and store customer, bike and all transaction data. <!-- ## Features Todo -->

## Purpose This project had analysis task and then article writing talking about Open Data, and providing an analysis of the eviction notices on Housing and Buildings in San Francisco. The analysis was done on the dataset of eviction notices in San Francisco. The dataset was obtained from the San Francisco Open Data website. The dataset was then analyzed to find the most common reasons for eviction, the most common neighborhoods for eviction, Plot yearly graph of eviction notices, Plot population graph (10-years gap), Compare increase in eviction notices with population increase. Plot yearly graph for eviction notices per zip code, Find and plot population increase by zip code, Compare increase in eviction notices with population increase. An article was also written for it.

## Purpose This was a project to analyze the McDonald's menu and find the ideal calorie menu for different people of different age and gender. Then it calculates calories and recommendation of ideal amount of meat, vegetables, and neutrients like carbohydrates, sugars and proteins. Finally based on above analysis just by entering a user's age and gender, it will recommend the ideal meal for that user at that time from the McDonald's menu. An article was also written for it. <!-- ## Features Todo -->

## Purpose Project to get a csv file containing urls, split them into groups by image type and check if the urls are valid or not. The valid urls are then written to a new csv file appropriate to their group. Invalid and duplicate urls are written to a separate csv file. <!-- ## Features Todo -->

## Purpose This project's main purpose was to keep the screen alive (prevent sleeping) even if the user is away from the computer. It was initially built in Python, then for simplicity and ease of use it was later shifted to Visual Basic Script (Awake2), that asked for options related to functionality in start. <!-- ## Features Todo -->

## Purpose This project included analyzing large datasets of bixi bikes ridership and analyzing against parameters like Date, Weather, Day/Night, Location, Pricing etc. The goal was to find the effect of these parameters on each other and how the number of rides were effected, and to get the most optimal number of bikes available at each time and season of the year, with appropriate pricing. An article was also written for it.

## Purpose Project to Login LinkedIn, search for a given query and scrape each and every company's details from the search results one by one. The data was then saved to a CSV file, it had resume functionality and scraped a couple hundred thousand companies. <!-- ## Features Todo -->

## Purpose This was a project to find the most optimal location of where to open a coffee shop in Vancouver. What it did was find a safe neighbourhood in Vancouver based on crime data provided via kaggle datasets, then show locations that are safe (based on crime data), recommend store hours based on this information, locations that are close to transit stops based on the skytrain/Rapid Transit data and locations that do not have a Starbucks location in the vicinity (pick a numeric value of say 2 km around a transit stop). Visualize all of this in a map. Crimes include Theft (Vehicle and Bicycle), Break & Enter (Residential and Commertial), Mischief, Robbery. An article was also written for it.

## Purpose This project was the first part of an application, it was an analysis on go. One had the dataset of ingredients used in each recipe and when specific ingredients were chosen, it would suggest cooking recipes that can be made using those ingredients. It would also include plotting statistics about the most ingredients purchased by famous shopping locations like Wallmart, Target. The second part would have included building an application with image detection of ingredients and the app would suggest recipes realtime while shopping.

## Purpose This was the rewrite of the Student Management System in Java Language with GUI. Key features of this system were Gets Data from User, Computes and write on csv file, Reads from csv file and displays to the user, Gives User opportunity to select what he wants done, Uses OOP Approach, and Uses File Handling.

## Purpose This was a Simple python project to generate, validate and submit sitemap to Google.

## Purpose This was my first semester project of getting to know the basics of C++ and how to implement them in a real-world scenario. The project was to create a student management system that could store student data, update it, and delete it. It was a console-based application. The project was a success and I got an A grade in it.