Assistant Professor, Alley Heaps Associate Chair, &
W.F. James Chair (scholar) of pure and applied sciences
James Hughes completed his BSc honours at Brock University studying Computer Science and Physics in December 2012. He defended his MSc degree in Computer Science focusing on Bioinformatics at Brock under the supervision of Dr. Sheridan Houghten in August 2014. James moved to London Ontario to pursue his PhD at the University of Western Ontario where he studied Computer Science, Artificial Intelligence, and Neuroinformatics under the supervision of Dr. Mark Daley, who is now the Vice-President Research at the Canadian Institute for Advanced Research. James defended his thesis in July 2018 and began his appointment at St. Francis Xavier University in August 2018.
James’ interests include the development of machine learning algorithms for real world applications. Although he is interested in many algorithms, particular strategies of interest are Evolutionary Computation and Artificial Neural Networks. Application areas include neuroinformatics, bioinformatics, kinematics, geology, art, finance, and clinical applications.
Sumaiya has joined the Convergence Lab this Fall (2020). She is an MSc student at St.FX who will be working with Dr. James Hughes and Dr. Derrick Lee on deploying Machine Learning approaches to elucidate health-related issues.
She has completed her BSc in Computer Science and Engineering from Chittagong University of Engineering and Technology (CUET) in 2019. She is a former Lecturer of Computer Science and Engineering at the University of Information Technology and Sciences (UITS) in Bangladesh. She has been indulged in various research activities throughout these times. Her area of interest includes Machine Learning, Human-Computer Interaction, Evolutionary Algorithm, and Data Mining.
Research Assistant and Senior Undergraduate Thesis
Noah has been a member of the Convergence Lab since Spring 2020. Currently, he is working on Super Resolution of remotely sensed images. Noah obtained funding from NSERC to work on Deep Learning applications in Remote Sensing. He will be completing his BSc in 2021 and hopes to continue pursuing education and research in Computer Science.
Research Assistant and Senior Undergraduate Thesis
Travis has been a member of the Convergence Lab since spring 2019. His research interests fall in the intersection of music and computer science. Since joining, he has completed SmartDrone: An Aurally Interactive Harmonic Drone, accepted to and published in New Interfaces for Musical Expression’s 2020 (NIME 2020) conference. He has also received the Alley Heaps Summer Research Internship Award to conduct research on machine learning and music during the spring of 2020. Travis will be completing his BA Honours in 2021 and plans on pursuing a career in software engineering.
Fatemeh Zare Mehrjardi
Fatemeh is an MSc student in Computer science in the Convergence Lab. She has completed her BA in Computer engineering in “Shiraz university of Technology” in 2018 . During this time she achieved valuable experiences in Artificial Intelligence (from various tournaments) and research. Now she interests in Machine learning algorithms specially in biomedical datas , evolutionary computing.
Fatemeh has been a member of the Convergence Lab since 2020.
Research Assistant and Senior Undergraduate Thesis.
Hannah is new to the Convergence Lab this Fall (2020). She will be working with Dr. Mike Melchin and Dr. James Hughes developing a horizon annealing method to correlate sedimentary strata layers from distinct regions on a regional and global scale. This project is funded through Dr. Mike Melchin whose current research focuses on graptolites throughout the Ordovician and Silurian periods.
Hannah will be completing her BSc in Computer Science and a BASc in the Climate and Environment program in the spring. Her thesis focuses on developing methods for downscaling reanalysis climate data to point scale observations in mountainous terrain for the open-source software GlobSim – a sublime interdisciplinary project incorporating both of her programs. After graduation, she hopes to pursue graduate school somewhere else along an ocean coast.
Mbongeni is an MSc student in Computer Science in the Convergence Lab. He completed his BBA (advanced) in Enterprise Systems from St. Francis Xavier University in 2020. His research interests are in developing a software application that Strength and Conditioning coaches can use to either enhance their training programming workflows or automate their ability to prepare training programs for athletes, based on their sport, position and individual characteristics.
Mbongeni’s research is now supported under Mitacs Accelerate Entrepreneur program, which funds student entrepreneurs to further develop their research and this will allow him to make significant progress on his research efforts.
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Athar is currently an MSc student in the Convergence Lab working on functional alignment of fMRI data. She earned her bachelor’s degree in Applied Mathematics and her master degree in Operations Research from Shiraz University under the supervision of Dr. Mohammad Bagher Ahmadi. She worked on the Kidney Exchange Programming as her MSc dissertation. Her interests are the application of Mathematics and Computer Science in Biomedical Sciences.
Senior Undergraduate Thesis
Chao has been a member of Convergence Lab since 2020 while he is pursuing his second degree (Bachelor of Science, Honour) in Computer Science from St. Francis Xavier University. Originally from a historic and cultural city in China – Changzhou, he transferred from Changzhou University to St.FX to complete his undergraduate study. During his study in St.FX, he has gained further interests in more application areas of Computer Science and Statistics, including evolutionary computation, machine learning, data analytics and etc. He plans to continue his education and research after his wonderful undergrad experience. In addition to his major area study of interests, he likes the topics of international relations, world history, as well as languages.
Research Assistant. The National Research Council of Canada Industrial Research Assistance Program
Brandon finished his BSc in Computer Science at St. Francis Xavier University in 2020. He worked as a teaching assistant through the department of Computer Science in his final two years at St. FX. His interests include cyber security and ethical hacking and is now pursuing a career in cyber security.
Brandon was a member of the Convergence Lab in 2019 where he worked on a prototype application to interface with small wind turbines used for device charging, for Aurea Technologies (Halifax, NS). He obtained funding from the National Research Council of Canada Industrial Research Assistance Program to work on this project.
Grace is currently a Ph.D. student at the University of Waterloo studying biostatistics in the faculty of Mathematics. Originally from Valley, Nova Scotia, she completed her Master’s of Mathematics (MMATH) degree in biostatistics at the University of Waterloo in 2020 and her Bachelor of Science (BSc, Honours) in Mathematics (Statistics Concentration) in 2019 from St. Francis Xavier University. She is currently researching in the field of personalized medicine, specifically in patient centred care and shared decision making. She is also working on her first publication which followed from her work on her undergraduate thesis in occupational epidemiology.
Grace was a member of the Convergence Lab in 2019 where she worked on a colour blindness correction simulator for Coloursmith Labs (Halifax, NS). This project was funded by the National Research Council of Canada Industrial Research Assistance Program (NRC IRAP). Along with the project through the Convergence Lab, during her time at StFX Grace had also worked as an actuarial intern at Manulife Financial (Waterloo, ON) as well as a research assistant, math learning centre tutor, and teaching assistant at StFX through the department of Mathematics and Statistics.
Senior Undergraduate Thesis
In the Convergence Lab, Jacob completed a thesis studying a new hybrid representation in genetic programming. Combining Standard Tree representations with Acyclic Graph representations. This strategy aimed to increase the efficiency of genetic programming, without decreasing the quality of results. Jacob completed his bachelors degree in 2020 with an advanced major in computing.
Frequent Collaborators (Current and Past)
Dr. Dan Ashlock, University of Guelph.
Dr. Joseph Alexander Brown, Innopolis University — Head of the Artificial Intelligence in Game Development Lab.
Dr. Mark Daley, The University of Western Ontario — PI of the Computational Convergence Lab. The Canadian Institute for Advanced Research (CIFAR) — Vice-President Research.
Dr. Sheridan Houghten, Brock University.
Dr. Ethan Jackson, Vector Institute — Technical AI Staff and Scientist.