I’m a Data Scientist and Artificial Intelligence Specialist. This site contains a number of my showcase projects. The identities of clients have been omitted or changed. All IP have been protected. More information about me is available on LinkedIn. I also have a Data Science Blog. My Consulting Site is at LearnableLoopAI.com

Portfolio of Projects

Time-series Classification (Deep Learning to Classify Flight Profiles)

CNNs are used after converting time-series to images

Sep 15, 2019
Portfolio Management with Deep Reinforcement Learning

DRL is used to provide dynamic asset allocation for a portfolio

Nov 11, 2021
Predict Contribution Effort (Part 1)

Estimation of effort to proofread pre-translated sentences

May 19, 2021
Managing Investor Decisions with Reinforcement Learning

RL is used to provide optimal investment decisions for a typical home owner

Feb 3, 2021
Luganda Translation Engine

Build a translation engine (English to another language) from scratch and train with opennmt

Nov 9, 2020
Translation Word/Char Count Prediction (Part 4)

Prediction of translated Word or Char Count is used as a Quality or Validation Check

Oct 19, 2020
Translation Word/Char Count Prediction (Part 3d)

Languages POR, SHO, SWA, TWI, YOR

Oct 15, 2020
Translation Word/Char Count Prediction (Part 3c)

Languages IBO, IND, LIN, LUA, LUG, POB

Oct 14, 2020
Translation Word/Char Count Prediction (Part 3b)

Languages CHN, FAS, FIJ, GER

Oct 13, 2020
Translation Word/Char Count Prediction (Part 3a)

Languages AFR, BEM, CHN, FAS

Oct 12, 2020
Translation Word/Char Count Prediction (Part 2)

Prediction of translated Word or Char Count is used as a Quality or Validation Check

Oct 11, 2020
Translation Word/Char Count Prediction (Part 1)

Prediction of translated Word or Char Count is used as a Quality or Validation Check

Oct 10, 2020
Real-time Capture of Airline Data from OpenSky

Adoption of Automatic Dependent Surveillance – Broadcast (ADS–B) by airlines is leading to the wide availability of flight data in the public domain

Apr 22, 2019
NLP: Topic Modeling using LSI, LDA, and HDP

Using packages: gensim (for topic modeling), spacy (for text pre-processing), pyLDAvis (for visualization of LDA topic model), and python-igraph (for network analysis)

Apr 6, 2019
Network Analysis on the Bali network

A comprehensive assessment of the capabilities of the Python igraph package.

Mar 15, 2019