Orion F. Reyes-Galaviz Email & Phone Number

Winnipeg, Manitoba, Canada

Frontend, Backend, and software development; experience in DataBricks, Kubernetes Pipelines, Docker, SQL, NLP, ML Research, Prompt Engineer, LLMs, Transformers, RAG process, C#

Winnipeg, Mb, Canada

Frontend, Backend, and software development. DataBricks, Kubernetes Pipelines, Docker, SQL, NLP, ML dev

Winnipeg, Manitoba, Canada

Machine learning, software design and development, Artificial Intelligence researcher

Winnipeg, Canada Area

- Proposed and tested supervised and unsupervised models to identify, match, merge records of same entities from several disparate (synthetic and real-world) database- Presented a variety of models on behalf of University of Alberta research team composed of a Post-Doctoral fellow and a master’s student. Co-supervised a master’s student’s thesis on probabilistic graphical models- Supervised model published in a peer-review journal, unsupervised model submitted for review- Tested… Show more - Proposed and tested supervised and unsupervised models to identify, match, merge records of same entities from several disparate (synthetic and real-world) database- Presented a variety of models on behalf of University of Alberta research team composed of a Post-Doctoral fellow and a master’s student. Co-supervised a master’s student’s thesis on probabilistic graphical models- Supervised model published in a peer-review journal, unsupervised model submitted for review- Tested publicly available data matching software (most tools implemented in Python) to generate and process synthetic data, and developed more tools to augment their duplicate detection capabilities- Explored a variety of tools for data mining, indexing, and matching. Resulting data visualized using Graphical Models.- Experiment with synthetic (labeled) datasets containing controlled errors and real-world (unlabeled) datasets. Show less

Edmonton, Canada Area

- Assisted in the completion of post-graduate work started by others - Developed an Interactive web-based data visualization tool to track the movement of cattle in Alberta. Tools used: R, Leaflet (JavaScript), HTML, Open Street Maps, Knime, Matlab- Created dictionaries with limited data; cross-referenced postal codes with Shapefiles from Canada Post to obtain latitude and longitude- Identified county names with ArcGIS by projecting coordinates onto a shapefile of Alberta’s… Show more - Assisted in the completion of post-graduate work started by others - Developed an Interactive web-based data visualization tool to track the movement of cattle in Alberta. Tools used: R, Leaflet (JavaScript), HTML, Open Street Maps, Knime, Matlab- Created dictionaries with limited data; cross-referenced postal codes with Shapefiles from Canada Post to obtain latitude and longitude- Identified county names with ArcGIS by projecting coordinates onto a shapefile of Alberta’s administrative boundaries Show less

Edmonton, Canada Area

- Marked/graded assignments, invigilated exams, responded to students questions for undergraduate courses : Digital Computer Processing of Images, Object Oriented Software Design, Computer Programming for Engineers, & Introduction to Digital Logic Design - Assisted PhD Supervisor in analyzing results and comparing with reported approaches in literature- Co-authored, published, and presented manuscripts with findings in peer-reviewed journals, conference proceedings, group seminars

Apizaco, Tlaxcala, Mexico

- Led an academic board focused on distributed and intelligent systems, published and co-authored independently and as part of the team in peer reviewed journals and book chapters- Applied for and successfully received governmental grants to support departmental activities (upwards of $10,000)- Supervised and directed 8 undergraduate and 2 graduate theses. Several students presented research findings at national and international conferences- Advised a roster of undergraduate… Show more - Led an academic board focused on distributed and intelligent systems, published and co-authored independently and as part of the team in peer reviewed journals and book chapters- Applied for and successfully received governmental grants to support departmental activities (upwards of $10,000)- Supervised and directed 8 undergraduate and 2 graduate theses. Several students presented research findings at national and international conferences- Advised a roster of undergraduate students on a range of academic and personal issues, referred students to appropriate services where necessary- Participated in hiring committees- Assisted in organizing several national and international conferences Show less

Apizaco, Tlaxcala, Mexico

- Taught undergraduate courses in the field of computer science and intelligent systems

Doctor Of Philosophy (Phd), Computer Engineering

Thesis description: “Granular Fuzzy Models: Construction, Analysis, and Design” (Supervisor: Dr. Witold Pedrycz)

Master'S Degree, Computer Science

Thesis description: “Infant Cry Classification for the Early Identification of Deafness and Asphyxia by using a (Genetic-Neuronal) Hybrid.

Bsc In Electrical Mechanical Engineering, Automatization And Maintanance