Research – Toronto Metropolitan University

•	Working in Dr. Aziz Guergachi's lab for the purposes of conducting research on Primary Care Electronic Medical Record Data 
•	Currently working for a non-profit project called PREVENT which is a program that utilizes EMR data and a predictive algorithm to identify patients at high risk and encourage those individuals to implement sustainable lifestyle modifications at home to prevent Diabetes.
•	Using the Electronic Tool DAWN to help patients being educated about pre-diabetes.
•	Working on predictive analytics, machine learning and artificial intelligence for the early prediction and prevention of diabetes. Data and information governance.

Visiting Researcher 

North York General Hospital

- Assisted with several Research Projects 
- Experience working with LifeCycle, Paradigm (EHR)
- Maintained accurate records with the assigned research project 
- Assist with research tasks – sample/data search, collection and entry
- Communicated with PA's to ensure all details are accurate for research activities and ensuring all items are received 
- Able to monitor the drive used for storing archived scans

Junior Technical Aid - Biochemical Genetics

Indian Students' Association (ISA) at the University of Toronto Scarborough

President

- Bookkeeping, Budgeting, Financial Organization
- Funding Applications 
- Financial Literacy 
- Accountability/ Monitoring progress of ISA's accounts to the President and Vice President
- Knowledge of funding applications with SCSU and OSEW 
- Microsoft Office

Director of Finance

University of Toronto Scarborough

Supervisor: Dr. Nirusha Thavarajah
Course Code: PSCB90H3

Undergraduate Research Thesis Student

Husky Technologies

- Collaborate with Market Research Leads to execute intelligence activities to keep internal stakeholders informed about the latest economic, consumer, industry and customer/competitor trends
- Data Acquisition: Extract, clean-up and compile datasets, news, and trends from primary and secondary data sources
- Data Analysis: Interpret data and translate into visualizations and summaries that support proactive insights and recommendations
- Insights & Reporting: Routine presentations of data summaries and insights to Market Research Leads. Support compilation of Global & Regional Market Reports.
- Support continuous improvement initiatives to review, enhance, streamline the team’s data management processes, leveraging the latest tools, technology, and best practices.
- Use of CRM, Mintel, Global Data, Descartes Datamyne, ICIS, Zoom Info
- Lead Generation: Identifying new Customers & Markets
- Targeting: business Development, Campaigns, Posts 
- Content Generation: Market Trends & Intel 
- Consumer & Packaing trends 
- Macro -Economic data (GDP Growth, consumer inflation)
- Historical & Projected Market Size by Product Category, Package material, type (Value, Volume Based)
- Historical Market Share by product category /application (Value Based) 
- Latest Product launch activity
- Customer, Competitor, Peers import & Export activity 
- Company Structure, size, key contacts, latest news 
- Resin pricing Info, trends & forecast

Junior Market Analyst - Market Intelligence

Advantech Educational Services 

* Responsible for the design and implementation of Mathematics and Science instruction for special needs, gifted and regular students
• Developed strong communication skills through periodically assisting students with English, Math, Biology, and Chemistry schoolwork

Academic Tutor

University Health Network

-	Electronic/paper filling and retrieval responsibilities 
-	Logging adversities in patient symptoms as reported by clinical trials
-	Working in accordance with nurses and coordinators to maintain up to date patient files and information 
-	Responsible for processing studies once they have ended and ensuring all information is accurate and properly logged  
-	Entering Clinical research data into online databases 
-	Organizing, storing, and tracking clinical trial material
-	Keeping an inventory of office resources (computer etc.)
-	Performing cross-functional responsibilities, as assigned  
-	Accruals 
-	Used Quadra med, Electronic Patient Record, EPIC

Clinical Research Student- Princess Margaret Cancer Centre

Michael Garron Hospital (formerly Toronto East General Hospital)

Speciment Procurement - OutPatient SPECO
-	Worked with Laboratory Technician in preparing COVID-19 swabs 
-	Helped prepare different 
-	Cleaning and maintaining various types of equipment 
-	Handling and storing chemicals and other materials 
-	Receiving, labelling, processing, and analyzing different bodily samples
-	Working with pathogens, and various diseases 
o	Maintain safety conditions
-	Help speeding up the process of testing’s of COVID-19 samples
-	Worked with Formalin, and prepared specimen containers
-	Print out patient labels for bodily specimens 
-	Worked under high pressure when outbreaks occur
-	Shadowed Senior Lab managers, various Lab technologists/technicians, nurses

Student at the Laboratory Medicine Department

iAscend

- Learn basic principles and skills on:
- marketing
- sponsorship acquisition 
- networking
Work remotely and apply the skills by networking and reaching out to fellow student initiative and businesses

Student Intern

City of Richmond Hill

Lifeguard

Swim Instructor

Hi there! I'm currently a final year undergraduate student at the University of Toronto. My expertise lies in using analytical tools for business, technology, and, healthcare, with a particular focus on Python, and R for data science, analysis, and visualization. I have had the opportunity to work with various organizations in the corporate and healthcare sectors, including North York General Hospital, Princess Margaret Cancer Center, Husky Technologies, North York General Hospital, and Michael Garron Hospital. After studying bioscience, I shifted my focus to digital healthcare and AI, as I wanted to approach patient care from a new perspective.

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