• 📊 I’m a Data Scientist at American Century Investments.

• 📝Portfolio

• 💬 Ask me anything, happy to connect. Reach me atelle.nicole.roberts@gmail.com or via any of the social-media platforms.

• ✨ I love to create, fashion too:Nicole Roberts

• Python

• PostgreSQL

• Flask

• AWS

• Git

• HTML

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1. Deep_Sea_Asset_Management_Random_Forest_ModelDeep_Sea_Asset_Management_Random_Forest_ModelPublic

   Machine learning model to help Deep Sea Asset Management better target valuable prospects through marketing.

   Jupyter Notebook

2. Modeling_the_VIX_with_LSTMModeling_the_VIX_with_LSTMPublic

   Various multivariate, multistep LSTM models using SPX options data to forecast the CBOE VIX to improve future market volatility forecasts. Monte Carlo simulation and Facebook Prophet forecasts incl…

   Jupyter Notebook 5 2

3. Risk_Management_with_Deep_LearningRisk_Management_with_Deep_LearningPublic

   A binary classification deep neural network model that predicts whether applicants will be successful if funded by a venture capital firm.

   Jupyter Notebook

4. Crypto_SP500_AnalysisCrypto_SP500_AnalysisPublic

   Investigation of a two part hypothesis that (1) cryptocurrencies are increasingly becoming exposed to risk factors of the S&P 500, (2) cryptos are increasingly correlated with each other. Findings …

   Jupyter Notebook 1

5. Machine_Learning_Trading_BotMachine_Learning_Trading_BotPublic

   A buy long / sell short algorithmic trading strategy that is enhanced by two different machine learning models: Support Vector Machine and Logistic Regression.

   Jupyter Notebook

6. Field_Services_Management_SQL_Web_AppField_Services_Management_SQL_Web_AppPublic

   A cloud-based field service management SaaS solution that streamlines internal business processes through both a mobile app and desktop dashboard. Utilizes Python, SQL, Flask, HTML, and Jinja2.

   Python 1