Projects

These are high level descriptions for some of the projects that I've worked on. If you'd like to get in touch, please contact me.

1. Detecting Presence Using Machine Learning

   Using signal processing and machine learning to detect occupant presence.

   March, 2018

   Time Series Python C Scikit-Learn Librosa Tensorflow Pandas
2. Bayesian Filtering - Estimating Room Temperature using Sensor Fusion

   Using Bayesian filtering to estimate room temperature by combining information from multiple temperature sensors

   September, 2019

   Time Series Python C Pandas NumPy
3. Edge Analytics

   Building a local analytics system that runs on IoT devices

   June, 2021

   Python C SQLite NumPy
4. Privacy-friendly People Counting using Machine Learning

   Using machine learning to develop an industry-first, privacy friendly people counting system using a suite of sensors

   January, 2022

   Computer Vision Time Series Python PyTorch Scikit-Learn NumPy TimeScaleDB PostgreSQL