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JJ Torres's Projects

asu_recipe_recommendation_bot icon asu_recipe_recommendation_bot

A deep learning CNN model with 9 layers used for image classification of food ingredients and recipes. This recipe recommendation bot will recommend recipes based on image or text user input. Deployed in the Telegram app under ASU_Chef_Bot.

blockchain---pychain-ledger icon blockchain---pychain-ledger

As the Lead Developer on their decentralized finance team. My task is to build a blockchain-based ledger system, complete with a user-friendly web interface. This ledger should allow partner banks to conduct financial transactions (that is, to transfer money between senders and receivers) and to verify the integrity of the data in the ledger.

blockchain_business_crypto_-devpack icon blockchain_business_crypto_-devpack

Fintech Application created on a Blockchain with Smart Contracts offering any enterprise an accessible DevPack including utilities such as NFTs and Tokens for eCommerce expansion into Cryptocurrency exchange.

crypto-cluster icon crypto-cluster

An analysis, interpretation, and presentation of what cryptocurrencies are available on the trading market and how they can be grouped using classification. In this project, there are unsupervised learning and Amazon SageMaker skills exhibited by clustering cryptocurrencies and creating plots to present results.

crypto-wallet-web3 icon crypto-wallet-web3

A project producing code that enables customers to send cryptocurrency payments to fintech professionals. From the perspective of a customer who is using the application to find a fintech professional and pay them for their work.

deep-learning-nueral-network icon deep-learning-nueral-network

Deep Learning recurrent neural networks to model bitcoin closing prices. One model will use the FNG indicators to predict the closing price while the second model will use a window of closing prices to predict the nth closing price.

forecasting_net_prophet icon forecasting_net_prophet

A Financial Analysis to aid in a company growth strategy, applying forecasting models and proving metrics. Analysis includes a model using Prophet to determine the ability to accurately predict if search traffic can influence positive trading of particular stocks.

machine-learning-classifier- icon machine-learning-classifier-

This project contains an analysis evaluating data from an API and applying several machine learning models to predict credit risk

nlp-sentiment-analysis icon nlp-sentiment-analysis

Natural Language Processing using sentiment analysis to understand factors that influence prices of crypto currencies

personal-finance-program icon personal-finance-program

A tool to help enhance financial health and assess monthly personal finances while forecasting portfolio performance

solidity-smart-contracts icon solidity-smart-contracts

Deployed smart contracts on a private blockchain to automate many of the institutions’ financial processes and features, such as hosting joint savings accounts. To automate the creation of joint savings accounts, I created a Solidity smart contract that accepts two user addresses. These addresses will be able to control a joint savings account. My smart contract will use Ether management functions to implement a financial institution’s requirements for providing the features of the joint savings account. These features will consist of the ability to deposit and withdraw funds from the account.

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