Dmitri D. Email & Phone Number

Surrey, British Columbia, Canada

- Led the design and development of multiple end-to-end machine learning systems from concept to deployment using PyTorch, Tensorflow, Scikit-Learn, ONNX, TFLite. - Deployed ML models and inference pipelines on servers and embedded systems.- Used PyTorch, OpenCV, and PostgreSQL to create a computer vision (object detection) based automatic labeling pipeline to reduce data labelling costs for training supervised machine learning models.- Designed and implemented data ingestion pipelines utilizing Dagster (Airflow alternative), TimescaleDB, Grafana, and cloud Linux VMs- Performed comprehensive data analyses using pandas, SQL, and matplotlib to evaluate hypotheses, perform feasibility studies, validate models, and explore state of the art model architectures and techniques.

British Columbia, Canada

Delta, Bc, Canada

- Developed firmware to interface with electrochemical, particulate, relative humidity, and temperature sensors for an indoor air quality monitor.- Developed wireless functionality for an existing device. - Simplified the customer installation procedure by implementing a streamlined (plug-and-play) USB driver.- Developed customer facing and internal production support windows desktop applications using C#.- Set up and managed software release processes and version control systems on a windows network (git).

Richmond, Bc, Canada

- Developed and implemented servo motion control systems for electromechanical throttle actuators on an embedded microcontroller.- Developed software for calibration and testing for various products using LabView.

North Vancouver, Bc

- Automated process control systems to test and calibrate industrial optical sensors used in paper production factories.- Developed software to control stepper motors, solenoids, magnetic clutches, and force sensors to create automated tests.- Designed mechanical components using Solidworks to be used with high-precision optical sensors.

Surrey, Bc

- Assisted in the design, prototyping, and development of a biomedical assistive device.- Designed and modeled the probe using Solidworks and used 3D printing for rapid prototyping. - Selected electronic components such as temperature and humidity sensors.. - Developed software using LabView to interface with the medical device and display important information.