Robot vision-based Great Lake surveys for sustainable fisheries and management of aquatic invasive species.

Consult on the SepticSitter.com project, a non-contact system for onsite wastewater monitoring.- Develop recurrent models for anomaly and event detection in time-series data.- Co-author “Build in Canada Innovation Program” (BCIP) proposal for the procurement of up to $500K pre-commercial product by federal organizations.

Developed a proof-of-concept to demonstrate the feasibility of using Artificial Intelligence toautomate the analysis of invasive lake mussels from underwater imaging and video. Presented work to researchers and staff at Environment and Climate Change Canada (ECCC) as well as Water Science & Technology Directorate (WHERD).

Technical Co-Founder of a speech telephony modeling company with the inaugural NextAI cohort. Selected as one of top 6/20 teams to pitch at NEXT Canada 2017 Prototype Day.

Actively involved in the new product introduction (NPI) of a dual radio, bluetooth low–energy, ARM based SoC. Developed a device characterization framework in C for ongoing use by automated test team, and helped devise data collection procedures for official datasheet. Prototyped application level software for “low-power beacon” use cases (e.g as a Google Eddystone), and worked with design team to replicate and resolve an early-adopter systems integration challenge.- Second place (of 30… Show more Actively involved in the new product introduction (NPI) of a dual radio, bluetooth low–energy, ARM based SoC. Developed a device characterization framework in C for ongoing use by automated test team, and helped devise data collection procedures for official datasheet. Prototyped application level software for “low-power beacon” use cases (e.g as a Google Eddystone), and worked with design team to replicate and resolve an early-adopter systems integration challenge.- Second place (of 30 interns) in final project presentations to senior management and peers. Show less

Prototyped Internet-of-Things software reference designs (e.g in Linux and with an RTOS), and enabled Kinetis family microcontrollers with open source connectivity frameworks. Maintain and update a custom CAN-bus R3 form factor PCB "shield" design as part of the project, and maintained a technical blog in Freescale's community that received 10K+ views.

Responsible for the power characterization of a new heterogeneous ARM Cortex-A9/M4 SoC under various benchmarks and multimedia use cases, publishing results in an application note.

Prototyped software use cases in C and conducted experiments for an online power estimator tool (KINETIS-PET), initially for ARM M0+ microcontrollers. Fully characterized several device peripherals including the UART, SPI, I2C, ADC, and DAC, under a range of scenarios and servicing schemes.