Retrieved SQL data, performed data preparation and cleaning, trained and tested machine learning and statistical models such as random forest, decision tree, gradient boosting tree, and logistic regression, helped with report writing. Software used included SAS, R, Microsoft Excel and RapidMiner. Data related to engineering infrastructure.

Conducted research involving the application of machine learning algorithms (decision tree, random forest, and extreme gradient boosting tree) to forecasting fall-related injuries in older adults in Ontario. Employed software such as R, SAS, and Excel. Data sourced from Ontario’s ICES Dataset.

OT 9641- Occupational Analysis & Engagement: Environment and Occupation

OT 9691- Occupation-based Inquiry Part II

APPLHSCI 9008- Health and Well-Being in Children and Youth

HS 1001a- Personal Determinants of Health

In this pivotal role, my primary focus was on providing invaluable support and care to SCI patients, enabling them to regain independence and improve their overall quality of life.Throughout my tenure, I facilitated and customized rehabilitation programs tailored to the specific needs and goals of each patient. I collaborated closely with a multidisciplinary team of healthcare professionals to create holistic treatment plans that addressed the physical, emotional, and social aspects of recovery.One of my key responsibilities was to assess the functional abilities of SCI patients and develop innovative strategies and interventions to enhance their daily living skills. This involved assisting individuals in adapting to their new circumstances, whether through specialized equipment, adaptive techniques, or emotional support.I also had the opportunity to educate patients and their families about the rehabilitation process, advocating for self-care and fostering resilience. Moreover, I contributed to research initiatives and continually stayed updated on the latest advancements in SCI rehabilitation to provide the best possible care.

Collaborating with University of Toronto researchers on a project related to the application of data analytics to injury prediction in people with Multiple Sclerosis (MS). The project results were published in a journal paper.

Storing, cleaning, preparing and analyzing patient data; applying statistical and predictive analysis to data to extract information; visualizing and interpreting data for supporting decision making.

As an Occupational Therapist at Loqman Hakim Hospital, I had the privilege of serving patients across various healthcare settings, contributing to their journey towards improved quality of life and functional independence.🏥 Acute Care Units:I provided specialized care to patients in the fast-paced environment of acute care units. Collaborating closely with the medical team, I assessed patients' functional abilities and created tailored rehabilitation plans to expedite their recovery.🏨 Hospitalized Patients:In the hospital wards, I worked with diverse patient populations, including orthopedic, neurology, older adults, and individuals recovering from fractures. My role involved enhancing their daily living skills, mobility, and overall well-being.🚶‍♂️ Walk-In Clinic:I also extended my services to our walk-in clinic, where I addressed the unique needs of patients seeking immediate rehabilitation assistance. Here, I supported individuals with conditions like spinal cord injuries (SCI), stroke, and pediatric patients with physical needs.My time as an Occupational Therapist at Loqman Hakim Hospital was an enriching experience, enabling me to make a meaningful impact on the lives of patients, helping them regain their independence and restore their daily routines. I am grateful for the opportunity to have been part of a dynamic healthcare team dedicated to enhancing the well-being of our community.

During the home visits, I had the privilege of providing essential care and support to individuals facing a range of challenges. In my role, I focused on enhancing the quality of life for patients who had experienced life-altering events such as stroke, Parkinson's disease, Multiple Sclerosis (MS), and Spinal Cord Injuries (SCI).My responsibilities included conducting comprehensive assessments, developing personalized treatment plans, and implementing evidence-based interventions to address the unique needs of each patient. I collaborated closely with patients, their families, and interdisciplinary healthcare teams to ensure a holistic and patient-centered approach to care.My work extended beyond the clinical setting, as I emphasized the importance of improving functional independence and promoting a higher quality of life within the comfort of patients' homes. This involved creating adaptive strategies, recommending assistive devices, and providing training to help patients regain autonomy and achieve their goals.

As a former Occupational Therapist at the Naziabad Rehabilitation Center, I had the privilege of providing essential care and support to a diverse group of patients, including individuals with stroke, Parkinson's disease, Multiple Sclerosis (MS), Cerebral Palsy (CP), and Down Syndrome. In my role as a contract part-time therapist, I worked diligently to enhance the quality of life and independence for those facing various challenges.My responsibilities included conducting thorough assessments, developing personalized treatment plans, and delivering evidence-based interventions tailored to each patient's unique needs. Through ongoing therapy sessions and goal-oriented strategies, I helped individuals regain their functional abilities, improve their daily living skills, and enhance their overall well-being.

During my internship as an Occupational Therapy Intern at Shahid Beheshti University of Medical Sciences, I had the privilege of gaining valuable experience and contributing to the field of occupational therapy. This role allowed me to actively engage in patient care, rehabilitation, and therapeutic interventions.🌟 Assisted in conducting comprehensive assessments to evaluate the physical, cognitive, and emotional needs of patients.🌟 Collaborated with a multidisciplinary healthcare team to develop and implement individualized treatment plans.🌟 Worked directly with patients to provide therapeutic interventions aimed at improving their daily functioning, independence, and quality of life.🌟 Observed and participated in various occupational therapy modalities, including adaptive equipment training, therapeutic exercises, and activities of daily living.🌟 Gained hands-on experience in utilizing assistive technologies and devices to enhance patients' mobility and independence.🌟 Documented patient progress, maintained accurate records, and communicated effectively with team members to ensure coordinated care.🌟 Demonstrated a commitment to continuous learning and professional growth by staying updated on the latest research and best practices in the field.