I specialize in Reinforcement Learning, Sequential Decision Analytics, Data Science, Decision Science, AI, Stochastic Optimization, and Machine Learning. I help digitally aware companies achieve more efficient, and even optimal, operations. I have been successful because of my system-oriented focus, passion, extensive quantitative background in multiple industries, and having worked for Fortune 500 companies, small firms, as well as non-profits. What is unique about my approach is that I rely on a three-fold perspective on client problems deriving from three master’s degrees in the areas of engineering, business, and data science.

This site contains a number of my showcase projects. The identities of clients have been omitted or changed. All IP have been protected.

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Aerospace Industry (1)

Airline Industry (4)

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CNN (2)

CVXOPT (1)

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Customer Journey (1)

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Gymnasium (2)

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Julia (20)

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MC (2)

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Enterprise Industry

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Active Inference

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Julia

PythonCall

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Investment Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

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RxInfer

RxInfer

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PythonCall

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Bayesian Inference

Active Inference

TikZ

RxInfer

Julia

Bayesian Inference

Active Inference

TikZ

RxInfer

Julia

Bayesian Inference

Active Inference

TikZ

RxInfer

Julia

Bayesian Inference

Active Inference

TikZ

RxInfer

Julia

Bayesian Inference

Active Inference

GraphViz

RxInfer

Julia

Retail Industry

Bayesian Inference

Autoregressive (AR) Models

Active Inference

RxInfer

Julia

Retail Industry

Bayesian Inference

Autoregressive (AR) Models

Active Inference

RxInfer

Julia

Retail Industry

Bayesian Inference

Autoregressive (AR) Models

Active Inference

RxInfer

Julia

Retail Industry

Bayesian Inference

Autoregressive (AR) Models

Active Inference

RxInfer

Julia

Bayesian Inference

Active Inference

RxInfer

Julia

Bayesian Inference

Active Inference

RxInfer

Julia

Specialty Trade Contractors Industry

Bayesian Inference

Active Inference

RxInfer

Julia

Bayesian Inference

Active Inference

RxInfer

Julia

Bayesian Inference

Active Inference

RxInfer

Julia

Aerospace Industry

Bayesian Inference

Active Inference

RxInfer

Julia

Military Industry

Bayesian Inference

Active Inference

RxInfer

Julia

Retail Industry

Bayesian Inference

Active Inference

Hidden Markov Model

RxInfer

Julia

Urban Management Industry

Bayesian Inference

Active Inference

RxInfer

Julia

Retail Industry

Scheduling

Powell Unified Framework

Reinforcement Learning

Python

Retail Industry

Scheduling

Powell Unified Framework

Reinforcement Learning

Python

Retail Industry

Scheduling

Powell Unified Framework

Reinforcement Learning

Python

Retail Industry

Scheduling

Powell Unified Framework

Reinforcement Learning

Python

Retail Industry

Scheduling

Powell Unified Framework

Reinforcement Learning

Python

Consulting Industry

Management Industry

Powell Unified Framework

Reinforcement Learning

Python

Automotive Industry

Car Rental Industry

Powell Unified Framework

Reinforcement Learning

Python

Automotive Industry

Car Rental Industry

Powell Unified Framework

Reinforcement Learning

Python

Investment Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

Investment Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

Using the Powell Unified Framework & Sequential Decision Analytics to find ongoing optimal decisions

Healthcare Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

CVXOPT

Linear Programming

Marketing Industry

Marketing

Powell Unified Framework

Python

Healthcare Industry

Optimal Treatment

Powell Unified Framework

Reinforcement Learning

Multi-Armed Bandits

Python

Automotive Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Gymnasium

Python

Automotive Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

Automotive Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

Automotive Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

Automotive Industry

Inventory Management

Powell Unified Framework

Reinforcement Learning

Python

Energy Storage

Powell Unified Framework (PUF)

Reinforcement Learning (RL)

Energy Storage

Powell Unified Framework (PUF)

Reinforcement Learning (RL)

Energy Storage

Powell Unified Framework (PUF)

Reinforcement Learning (RL)

Energy Storage

Powell Unified Framework (PUF)

Reinforcement Learning (RL)

Advertizing Industry

Marketing Industry

Customer Journey

Next Best Action

Reinforcement Learning

Powell Unified Framework

Gymnasium

Ray

RLlib

Python

Inventory Management

Markov Decision Process

TD

QLearning

Inventory Management

Markov Decision Process

TD

SARSA

Inventory Management

Markov Decision Process

MC

Inventory Management

Markov Decision Process

TD

Inventory Management

Markov Decision Process

MC

Inventory Management

Markov Decision Process

Python

Inventory Management

Function Approximation

Python

Inventory Management

Markov Decision Process

Python

Inventory Management

Markov Decision Process

Python

Dynamic Programming

Fixed Point Theory

Markov Process

Inventory Management

Markov Reward Process

Python

Inventory Management

Markov Process

Python

Investment Industry

Markov property

Python

Insurance Industry

Insurance Data Synthesis

faker

Marketing Industry

Survival Analysis

Customer Churn

scikit-survival

Investment Industry

Reinforcement Learning

Multi-Armed Bandits

Ray RLlib

OpenAI Gym

Investment Industry

Reinforcement Learning

A2C

PPO

OpenAI Gym

finrl

stable baselines3

pyfolio

Investment Industry

Reinforcement Learning

A2C

PPO

OpenAI Gym

finrl

stable baselines3

pyfolio

Translation Industry

Regression

AWS-Sagemaker

Spark

EMR

koalas

Investment Industry

Reinforcement Learning

DDPG

OpenAI Gym

TensorFlow

TF-Agents

Translation Industry

Neural Machine Translation

PyTorch

opennmt

Python

pandas

statsmodels

plotly

seaborn

matplotlib

java

Airline Industry

Deep Learning

Timeseries

Image Classification

Computer Vision

CNN

RNN

Python

fastai

Matlab

Airline Industry

ADS-B

API

Python

urllib

NLP

Topic Modeling

Network Analysis

Python

gensim

spacy

pyLDAvis

igraph

Network Analysis

Python

igraph

Airline Industry

Network Analysis

Community Detection

Visualization

R

Translation Industry

Visualization

Python

seaborn

Translation Industry

Data Product

Visualization

Airline Industry

Deep Learning

Timeseries

Image Regression

CNN

RNN

Python

fastai

API

NLP

Python

nltk

R

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