Research Journey: MITACS Internship & Translational Biomedical Research
My research journey in Canada commenced with a competitive MITACS international research internship, offering a structured academic environment at the University of Alberta. This experience represented a crucial shift from theoretical coursework to independent, application-driven research, focused on the integration of biomedical engineering, machine learning, and human-centred healthcare technologies.
The internship not only involved a geographical move but fundamentally altered my research approach—prioritising the translational impact of assistive and neuro-rehabilitation technologies over purely theoretical understanding.
Research Motivation: Cerebral Palsy and Gait Monitoring
The internship's core objective was developing a gait monitoring system for children with cerebral palsy, a neurological condition demanding precise motor control assessment. Accurate gait analysis is vital for diagnosis, therapy evaluation, and effective long-term rehabilitation planning.
The foundational models were based on a 2020 PhD dissertation by Milad Nazarahari. Though technically sound, the research remained inaccessible to clinicians due to its reliance on complex mathematical formulations and low-level code, posing a significant translational barrier.
My mandate was to transform this rigorous research into a practical, usable system—accessible for adoption without requiring programming expertise or advanced mathematical understanding from healthcare professionals.
Core Contribution: Translating Research into Usable Technology
Bridging Theory and Application
My main contribution was bridging theoretical biomedical research with real-world usability. I focused on understanding the existing research, identifying usability roadblocks, and designing an application layer that maintained scientific rigour while vastly improving clinical accessibility.
Translational Focus
Identifying barriers to clinical adoption of existing, complex algorithms.
Design for Validity
Developing a solution that preserved the scientific validity of the original research.
Usability Improvement
Enhancing accessibility for non-technical users and clinical practitioners.
Deep Technical Engagement with IMUs
A significant technical element involved comprehensive work with Inertial Measurement Units (IMUs), specifically Xsens devices. This included an in-depth study of sensor fusion principles, coordinate frames, and the acquisition of real-time data for gait analysis, directly applying Nazarahari's 2020 algorithm to human motion.
Designing a No-Code, Clinician-Friendly Application
Following the implementation of a corrected sensor pipeline, I engineered an application for gait monitoring that eliminated the need for coding or complex mathematical input. This was paramount for clinical acceptance.
Accessibility
Ensuring the application was intuitive for clinicians and physical therapists.
Clarity
Providing clear, immediate visualisation of complex gait parameters.
Reliability
Implementing robust data processing with minimal user configuration.
This phase strongly reinforced my interest in Brain–Computer Interfaces (BCI) and Neuro-Cognitive Interfaces (NCI), where practical interaction design is as essential as the underlying algorithmic performance. The image below represents the conceptual design space for the application.
Research Process and Mentorship
I engaged in regular, intensive one-on-one research meetings, typically two hours long, one to three times weekly. These sessions provided critical feedback on experimental progress, technical obstacles, and design decisions.

Every component was rigorously examined, mirroring the high standards of graduate-level supervision. I consistently received positive feedback on my independent analytical thinking and ability to implement suggested improvements, bolstering my confidence for advanced graduate studies.
Academic Exposure: Research Symposiums
First Research Symposium – Learning Phase
Early in the internship, attendance at a research symposium was crucial for acclimatisation. Observing graduate researchers and fellow interns present their work allowed me to gain an appreciation for the breadth of research methodologies and the nuances of scientific discourse.
Key takeaways included understanding how researchers articulate limitations and engage in robust, technical discussions across interdisciplinary fields.
Second Research Symposium – Contribution Phase
By the conclusion of the internship, I presented my own technical findings and application development at a subsequent symposium. This transformation from observer to active contributor was highly rewarding.
I formally communicated my work, defended design choices, and received valuable feedback, significantly honing my scientific communication skills. This reinforced my ambition to pursue research-intensive graduate programmes.
Cultural and Academic Integration
Beyond the laboratory, the University of Alberta provided crucial academic and cultural integration opportunities. These experiences fostered adaptability and independence, key attributes for success in international graduate studies.
Campus Events
Participation in campus life, including the vibrant K-Days festival, facilitating social integration.
Nature & History
Field visit to Elk Island National Park, offering insight into Canadian ecological history and biodiversity.
International Exposure
Thriving in an international setting, demonstrating essential qualities for advanced, global research environments.
Recognition and Certification
The successful completion of the internship was formally acknowledged by both the host institution and the funding body.
University of Alberta Certificate
A Certificate of Participation from the University of Alberta was awarded, confirming my engagement in their structured research programme.
MITACS Completion Award
I was also honoured with a MITACS Certificate of Completion, signifying successful involvement in this highly competitive, internationally recognized research initiative.
Research Direction and Graduate Aspirations
The MITACS experience decisively confirmed my goal of pursuing Master’s and PhD programmes in the US and Canada. My future research will be focused on advanced intelligent biomedical systems with direct human impact.
Biomedical Engineering
Translational applications in rehabilitation and diagnostics.
Machine Learning for Healthcare
Developing intelligent algorithms for data interpretation and clinical prediction.
Neuro-Cognitive Interfaces
Exploring BCI and NCI for motor signal interpretation and assistive technology control.
Embedded Systems
Designing robust, real-time electrical and sensor systems for data acquisition.
I am now equipped with the technical competence, research discipline, and the critical translational mindset required to excel in advanced graduate research that contributes meaningfully to human health.
A Confirmed Direction
This journey transcends geographical bounds; it signifies a profound shift in my intellectual growth, research rigour, and understanding of translational impact. The MITACS internship transformed my perspective on conducting meaningful research—and unequivocally validates my readiness for advanced graduate study in interdisciplinary biomedical and computational fields.
The experience has not only shaped my skills but has also forged a deeper commitment to research that directly advances human well-being through technology.
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