Shanel Kuchera's repositories
Financial_Planning
The first will be a personal finance planner that will allow users to visualize their savings composed by investments in shares and cryptocurrencies to assess if they have enough money as an emergency fund. The second tool will be a retirement planning tool that will use the Alpaca API to fetch historical closing prices for a retirement portfolio composed of stocks and bonds, then run Monte Carlo simulations to project the portfolio performance at 30 years. You will then use the Monte Carlo data to calculate the expected portfolio returns given a specific initial investment amount.
PyBank_PyRamen
PyBank: Programming with Python! Put away the Excel sheets and join the big league! PyRamen challenge: Enter Python! Python provides a wide range of capabilities for handling data, harnessing the power of low-level Python data structures and high-level development libraries, all the while supporting the automation and scalability needs for a growing enterprise.
Recipe_recommendation_bot
What's Cooking? Give a list of ingredients, what different recipes can I make? The ML based model will look through over 5000 recipes to fund a match for you!
shanelk1.github.io
Website creation
SIMBA_Blockchain
Deep Dive case study into SIMBA Blockchain solutions!
Stock-Dashboard-Viewer
Dashboard to view a stock's basic information, RSI, Bollinger bands, EMA, SMA, sentiment analysis via Python
The_Whale_Challenge
Using quantitative analysis techniques with Python and Pandas. Determine which portfolio is performing the best across multiple areas: volatility, returns, risk, and Sharpe ratios.
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.
Clustering_Crypto
Unsupervivsed learning and Amazon SageMaker. Generating a report of what cryptocurrencies are available on the trading market and how they can be grouped using classification. Clustering cryptocurrencies and creating plots to present your results
Cryptocurrency_Wallet
Integrating the Ethereum blockchain network into the application in order to enable customers to instantly pay the fintech professionals whom they hire with cryptocurrency. Used Streamlit and Ganache.
ERC-20_fungible_token
Crowdsale solidity contract of KaseiCoin - fungible token that is ERC-20 compliant.
Forecasting_net_prophet
MercadoLibre is the most popular e-commerce site in Latin America. Predict search traffic can translate into the ability to successfully trade the stock. Used Google Colab,
Joint_Savings_Account
This company is disrupting the finance industry with its own cross-border, Ethereum-compatible blockchain that connects financial institutions. Currently, the team is building smart contracts to automate many of the institutions’ financial processes and features, such as hosting joint savings accounts. Automate the creation of joint savings accounts, you’ll create a Solidity smart contract that accepts two user addresses.
LSTM_Stock_Predictor
Deep learning recurrent neural networks to model bitcoin closing prices. Incorporate sentiment from social media and news articles. One indicator is the Crypto Fear and Greed Index (FNG)
machine_learning_trading_bot
An algorithmic trading bot that learns and adapts to new data and evolving markets.
pair-programming-with-ai-4401992
This is a repository for the LinkedIn Learning course Pair Programming with AI
PyChain_Ledger
A blockchain-based ledger system complete with a user-friendly web interface.
Pythonic_Monopoly
Interactive visualizations, charts, maps using PyViz. Real Estate Investment division to provide customers with a broader range of portfolio options
Risky_Business
Build and evaluate several machine learning models to predict credit risk using data. Usingthe imbalanced-learn and Scikit-learn libraries to build and evaluate models. Resampling and Ensemble Learning
RoboAdvisor
Create a bot that will recommend an investment portfolio for a retirement plan using Amazon Web Services and Python & Lambda. Build and test bot.
SQL-Suspicious-Transactions
Postgres / SQL
Tales_from_the_crypto
Apply natural language processing to understand the sentiment in the latest news articles featuring Bitcoin and Ethereum. Use NLP techniques to better understand the other factors involved with the coin prices
Token-Crowdsale
Token based on ERC-20 Standard
Token_Crowdsale
Crowdsale solidity contract of KaseiCoin - fungible token that is ERC-20 compliant.