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aws_roboadvisor

Built, tested, and deployed a Robo Advisor leveraging AWS Lex, and Lambda functions.

cashnow_block

Cash Now Block is a decentralized blockchain-based ledger system with a user-friendly web interface that allows users to conduct safe, fast, and recorded, financial transactions.

crypto_arbitrage

Displays the analysis and final report of potential arbitrage opportunities in Bitcoin through historical trade data on two exchanges: Bitstamp and Coinbase.

data_glacier

Data Science/ NLP/ Data Analyst Virtual Internship to enhance experience on: Machine Learning, Agile (Scrum/Kanban), Docker, Flask, Pycharm, API, Jupyter, Python, Feature Engineering, Model Interpretation and Governance, as well as Stakeholder Communication.)

deeplearning_neuralnetwork_model

A binary classifier model is created for a venture capital firm to predict whether a funding applicant / startup will become a successful business. Alternate models were incorporated to optimize model accuracy.

ebay_nlp-

elan_stock_prediction

Compare, evaluate, and predict ELAN stock price using Monte Carlo Simulation, FB Prophet, SMA, k-Nearest Neighbors, Arima, LSTM, and EMA.

etf_analyzer

ether_pay

Ether Pay is a user-friendly web application that allows customers to hire FinTech professionals and pay them with cryptocurrency instantly.

evisor

eVisor is a robo advisor that provides tailored retirement portfolio recommendations.

fanaticfi

FanaticFi, empowered by machine learning, is a new financial investment platform where investors make payments to collegiate athletes to enable them with optimal training, diet, and equipment. While these elite athletes enter drafts and sign their contracts, investors will benefit under a predetermined investment return rate.

fanaticfi2.0_blockchain_app

A decentralized blockchain platform allows public figures to create their customized tokens, which enables them to generate revenue based on their public image/performance/likeness, etc. It also allows ‘Fanatics’ (investors/fans) to pocket profit by trading tokens as its value increases.

fanaticfi_flask

fanaticfi_heroku

Demonstrates the deployment process of FanaticFi, an NBA Draft Rank Prediction app empowered by Support Vector Machines (SVM) machine learning model using the Flask application and Heroku cloud services. This user-friendly web application is going to predict whether NBA rookie’s draft rank is within the top 15 or below based on given player’s statistics.

fanaticfi_top15_college_data

This project finds the best binary classification machine learning model to predict top 15 picks of the NBA draft using college basketball data.

financial_planning

free-data-science

🛠️ 🌐 Thematic list of high-quality data science resources

freecodecamp_spacy

Learning NLP SpaCy

github_upload

FinTech Module 1 Challenge

k-means_crypto_price_change_analysis

Clusters cryptocurrencies by their performance in different time periods. Includes factors that might impact the crypto market—leading to better performance for an investment portfolio.

kai_blockchain_token

KAI (KaiseCoin) is a new monetary system, the KAI crowdsale is launched through blockchain. KaseiCoin is a fungible token that is ERC-20 compliant. By using this service, customers can convert their money to KaseiCoin.

loan-qualifier

loan_qualifier_app

logistic_regression_loan_risk_prediction

Leveraging Machine Learning - Logistic Regression to build, fit, test, evaluate, and utilize the machine learning model to identify the creditworthiness of borrowers based on a dataset of historical lending activity under original and oversampled circumstances.

machine_learning_trading_bot

Multiple supervised machine learning classifiers are used and tested to enhance trading signals' accuracy and trading bot's ability to adapt to new data.

myperstat

This user friendly application is built specifically for military personnel status tracking and has effectively improved data collection accuracy and quality.

nba_draft_analysis

Experiments for Project 1

nlp_spacy_ebay

Utilizing SpaCy library to perform NLP (Natural Language Processing) on eBay sale item lists. Custom NERs (Named Entity Recognition), patterns, and new pipeline were created and added to the model for optimal result.

sfo_housing_market

solidity_savingsaccount

A Solidity smart contract operates on the Ethereum-compatible blockchain empowers a financial institution to automate the creation of joint savings accounts. The smart contract will use ether management functions to implement the institution’s requirements for providing deposit and withdraw services for customers on the account.