TStesco
AI/ML engineer building virtuous feedback between machines, people, and their environment.
BCG XToronto, Canada
Pinned Repositories
MPCPy
Open-source platform for model predictive control (MPC) in buildings.
pymc
Bayesian Modeling and Probabilistic Programming in Python
awesome-city-data
A curated list of open data sources to analyze and compare cities in a holistic way à la data science and empower citizens.
building-controls-simulator
Platform for running control loop co-simulations and generation of building simulation models using EnergyPlus.
DH-network-simulations
Simulations of hourly energy demand, capacity, storage, and CO2 for different expansion scenarios of District Heating (DH) network using EnergyPlus building energy demand .csv files and PVT generation input .csv file.
docker-jmodelica-env
Docker based environment for running JModelica with Ipopt and MPCPy.
IEQ-firmware
Firmware for Indoor Environment Quality (IEQ) sensing hardware. Polls all sensors connected to microcontroller and sends data to web server. Built using Arduino AVR C/C++ (avr-g++) platform.
travel-graph
Calculate the travel time from one address to all other addresses using a navigation API.
TStesco's Repositories
TStesco/DH-network-simulations
Simulations of hourly energy demand, capacity, storage, and CO2 for different expansion scenarios of District Heating (DH) network using EnergyPlus building energy demand .csv files and PVT generation input .csv file.
TStesco/docker-jmodelica-env
Docker based environment for running JModelica with Ipopt and MPCPy.
TStesco/awesome-city-data
A curated list of open data sources to analyze and compare cities in a holistic way à la data science and empower citizens.
TStesco/travel-graph
Calculate the travel time from one address to all other addresses using a navigation API.
TStesco/building-controls-simulator
Platform for running control loop co-simulations and generation of building simulation models using EnergyPlus.
TStesco/IEQ-firmware
Firmware for Indoor Environment Quality (IEQ) sensing hardware. Polls all sensors connected to microcontroller and sends data to web server. Built using Arduino AVR C/C++ (avr-g++) platform.
TStesco/DotFiles
Configuration files for work environment.
TStesco/EstimationPy
Python package for state and parameter estimation
TStesco/IEQ-data-api
A Node.js Express app that provides a RESTful API for transforming, storing, and retrieving IEQ data.
TStesco/IEQ-web-app
A Node.js and React web app that provides a front end for viewing and querying Indoor Environment Quality (IEQ) data.
TStesco/jmodelica-fixes
Minor fixes for jmodelica to run smoothly.
TStesco/mars-hydroponics-datalogger
Processing script to log data from microcontroller sensors on computer over serial bus. Write up on mars hydroponics and hydrology experiments can be found at: https://tstesco.github.io/mars-hydroponics-hydrology/
TStesco/MPCPy
Open-source platform for model predictive control (MPC) in buildings.
TStesco/pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
TStesco/tstesco-resume
A one page, two asymmetric column resume template in XeTeX.
TStesco/tstesco.github.io
Personal website built using Jekyll and hosted on github-pages: