Projects

Work

Below are some the of the key projects I've worked on my professional capacity.

Supply Chain Analytics

Tool to classify cause of order misses.

  • PL/SQL
  • Oracle EBS
  • Used an evolving decision matrix by identifying patterns in past order data to classify the cause of order misses into four segments: Order, Ship, Delivery, and Quantity.
Basel 3.1 Reforms

Updating ETL to comply with Basel 3.1.

  • Python
  • Netezza
  • Linux
  • Developed and tested ETL processes for compliance with Basel 3.1 regulations. Implemented using Netezza SQL, Python (pandas, xlrd), and Bash.

Personal

Here are some of my personal projects

world-energy-stats

World Energy Statistics using various data tools.

  • Spark
  • Dash
cinemattr.ca

Search movies using AI and vector databases.

  • LangChain
  • SvelteKit
server-compose

A collection of sample docker compose files for self-hosted applications.

  • Docker
  • Linux
Recomovi

Movie Recommender & IMDb Dataset Generator.

  • Python
  • Streamlit
MicroHMS

Hotel Management System to track bookings and generate invoices.

  • Flask
  • PostgreSQL
Vizima.in

Website for a hospitality company. Featured in Chakra UI.

  • Next.js
  • Firebase
carteakey.dev

This website!

  • Eleventy
  • Tailwind
carteakey.github.io

My old blog.

  • Jekyll
  • Github Pages

Projects on GitHub

Here are the rest of my projects on GitHub.

Updated Name Description
server-compose A collection of sample docker compose files for self-hosted applications.
cinemattr-db Backend of cinemattr.ca
tabpfn-eval Replicate the TabPFN model and evaluate it on more than 200 datasets from OpenML.
TabPFN Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
data-pipeline-compose Docker Compose for big data processing using Hadoop, Hive, PySpark, Spark, Jupyter, and Airflow.
notes.carteakey.dev
cv.carteakey.dev Print-friendly, minimalist CV page
world-energy-stats World Energy Statistics using various data tools. Project @ MDS TMU.
obsidian-utils Utility scripts for Obsidian - the note-taking app
quaLLM yet another LLM evaluation and comparison toolkit.
kaggles Submissions to Kaggle Competitions.
aws-terminate-untagged-instances Simple python lambda function to terminate all EC2 instances that don’t follow a tagging criteria.
cinemattr.ca Search movies using AI. Built using LangChain, OpenAI & SvelteKit.
boilerplate-web-form Simple Web Form built using Flask and PostgreSQL.
sklearn-loan-classifier Using sklearn module to create and evaluate various machine learning models.
recomovi Content Based Movie Recommendation & IMDb Dataset Generator.
carteakey.dev Blog & Portfolio Website v2.
carteakey.github.io Blog & Portfolio website.
tinytex-docker Minimal TinyTex Docker Image
carteakey Github public profile.
EDA-weather-data Scrape weather data from a website and gain statistical insights.
pytorch-resnet18-crack-detection Detect cracks in images with 99% accuracy.
regression-model-with-keras Build and compare regression models using Keras.
pytorch-MNIST-models Deep learning models on MNIST database.
microhms Hotel Management System for small hotel owners to track bookings and generate professional looking invoices.