arjun-krishna1 / bitholmes

The game is afoot, Bitcoin!

Hi! I'm Arjun

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bitholmes's Issues

mobile app sprinkles ✨

TODO

Fraud reporting with CockroachDB

• integrate cockroachDB with flask app
• create form to take fraud key
• in cockroachDB increase fraud key's number of reports by 1
• update flask to get data from here in initial fraud report checking

Barebones Frontend MVP 🧱

HTML, CSS, Bootstrap, Jinja

• input box
• button to submit
• add support for flask jinja template variables
• messages for fraud, suspected fraud, not fraud
• enable messages to be shown and hidden through flask

Create initial DevPost page MVP 🧱

wait till rest of MVP is done and it is deployed
e.g. https://devpost.com/software/anime-talk
TODO list of tasks

QR Code sprinkles ✨

TODO

QRCode functionality and linking to the main page

User Interaction MVP 🧱

Flask

• Get data from input box on submit button push in python script
• Display data to the end user back on page (0 is unknown, 1 is fraud, 2 is suspected fraud, 3 is not fraud)
• Show, hide HTML div based on public key fraud status

fraud prediction model sprinkles ✨

• get list of fradulent keys
• get list of non-fradulent keys
• get transactions of fradulent keys
• get transactions of nf keys
• create dictionary of dataframes for fraud keys
• ^ for nf keys
• test with basic heurestic
• get accuracy, f-score, specificity etc. graph
• test with Naive Bayes
• get accuracy, f-score, specificity etc. graph
• preprocess data for ml model
• setup rnn model able to take this data
• train model
• get accuracy, f-score, specificity etc. graph
• output model
• setup inference python script, takes list of transactions of specified format, returns confidence it is fraud
• add to flask project
• integrate

ensure we meet prize criteria sprinkles ✨

• meet vacation theme
• build something that helps small businesses convince users to buy their stuff fast
• use google cloud
• use GoDaddy domain name
• use CockroachDB
• make social good hack

Update front page design MVP 🧱

• add bootstrap
• bootstrap style buttons, divs, inputs, navbars, etc
• create svg animation
• add svg animation to site
• add parallax fire, hell background

BitcoinAbuse API Interaction MVP 🧱

• create a function that takes public key
• create and hide API key
• gets json data from api
• process json data and return if this public key has had a fraud report
• return (1 is fraud, 3 is not fraud)

online learning + federated learning sprinkles ✨

TODO

demo video MVP 🧱

• plan script and actions in funny rough sketch
• film funny rough sketch
• flim screen share
• merge rough sketch and screen share
• upload to YouTube

Deploy to domain name and server

• provision Linode server
• start flask website on Linode server
• setup Apache HTTP Server and Nginx for Flask
• get domain name https://bitholmes.tech
• point domain name to flask server (like https://myanimebutler.co)
• verify after 1 hour that domain name is going to website
• share domain name with team