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Khalil Nayef Email & Phone Number
Associate, Liquidity Data Science and Analytics
at
RBC
LinkedIn matched
✓ Verified May 2026
3 data sources
Profile completeness 86%
Current company
Role
Associate, Liquidity Data Science and Analytics
Location
Toronto, Ontario, Canada
Company size
Who is Khalil Nayef? Overview
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Quick answer
Khalil Nayef is listed as Associate, Liquidity Data Science and Analytics at RBC, a company with 97166 employees, based in Toronto, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Khalil Nayef.
Khalil Nayef previously worked as Analyst, Liquidity Analytics Technologies at Rbc and Intern - Liquidity Analytics Technologies at Rbc. Khalil Nayef holds Master'S Degree, Data Science, 4.0/4.0 from University Of Calgary.
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RBC
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Profile bio
About Khalil Nayef
I'm an infrastructure and data nerd hoping to make a positive impact on society during my time on this planet. One day I plan to continue my programming career from Space.Recent Project:Plant Time- An end-to-end plant recommendation system developed in my spare time.-Engineered using Cloudformation YAML templates and utilized Lambda functions for automated API querying.-Parsed and securely stored data within a DynamoDB database, ensuring data integrity and high availability.-Integrated CI/CD pipelines via GitHub workflows, automating deployment processes and increasing efficiency.-Developing a classification machine learning model, diligently selecting and engineering features, including UV index, temperature, spatial parameters, and historical weather data, optimizing predictive accuracy.Skills: Programming: SQL (SQL Server, MySQL, PostgreSQL), Python (NumPy, Scikit-learn, SciPy, etc.), Bash, R.Visualization: Tableau, PowerBI (DAX), Python (Matplotlib, Seaborn, Folium, Plotly, Pandas).Tools: AWS (Certified Cloud Practitioner), Azure, ETL, Git, Docker, Kubernetes, IBM Db2, SSIS, SSMS, CI/CD pipelines, Linux.ML: k-NN, XGBoost, Random Forest, Decision Trees, K-Means Clustering, PCA, Statistical Testing, etc.
Current workplace
Khalil Nayef's current company
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Rbc
7 roles
Khalil Nayef work experience
A career timeline built from the work history available for this profile.
Analyst, Liquidity Analytics Technologies
Current-Engineered system architecture and designed end-to-end data pipelines, integrating disparate data sources to enable real-time analytics and performance reporting across multiple departments. - Automated multiple manual operational Excel processes using Python, producing detailed documentation for each automation, and saving the organization dozens of.
Aug 2024 - Present
Intern - Liquidity Analytics Technologies
May 2024 - Aug 2024
Junior Data Scientist
Northstar Digital Solutions
Engineered, presented, and implemented Machine Learning models for regression and classification; predicted delivery duration, identified critical factors impacting lateness, and improved on-time delivery by 10%.Engineered a customer opportunity model using Python for feature engineering, SVM, PCA, and k-means clustering, boosting sales forecasting.
Aug 2023 - Apr 2024
Junior Data Analyst
Northstar Digital Solutions
Spearheaded migration and containerization of the company's codebase from on-prem to AWS ECS using ECR, Lightsail, Docker, and the AWS SDK.Developed and implemented Python and SQL Server solutions to extract, transform, and load data from IBM Db2 into high-impact automated reports; delivered time savings equivalent to 100+ labor hours per month.Developed.
Mar 2023 - Aug 2023
Undergraduate Teaching/Research Assistant
Introduced students to Python applications for mathematical finance; including for time-series correlation analysis.Conducted deep research into supervisor’s economics research topic, programming solutions with emphasis on back-testing historical stock market trends and regression to the mean using Python (paper under journal review).Provided 1:1.
May 2022 - Dec 2022
Surveying Data Analyst (Geomatics Intern)
Performed advanced spatial analyses and created detailed maps, charts, and tables from data collected through GIS, effectively communicating complex geospatial data to support land mapping and data interpretation.Designed and produced intricate, multi-layered geomatics maps and visualizations that communicated spatial data insights effectively, supporting.
Jun 2018 - Aug 2018
Team & coworkers
Colleagues at RBC
Other employees you can reach at rbc.com. View company contacts for 97166 employees →
WR
Whitley Ramsey, Bba
Colleague at Rbc
Nassau, New Providence, The Bahamas, Bahamas
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MF
Méridick Forest
Colleague at Rbc
Laval, Quebec, Canada, Canada
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LM
Lauren Mierzwa
Colleague at Rbc
Greater Toronto Area, Canada, Canada
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BK
Barbara Ko
Colleague at Rbc
Canada, Canada
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MM
Marilena Mohid
Colleague at Rbc
Gatineau, Quebec, Canada, Canada
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SA
Steve Alexander
Colleague at Rbc
Greater Toronto Area, Canada, Canada
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RN
Renee Nickerson
Colleague at Rbc
Barrington, Nova Scotia, Canada, Canada
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ND
Nancy D'Angelo
Colleague at Rbc
Greater Ottawa Metropolitan Area, Canada
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SB
Sana Badruddin
Colleague at Rbc
Mississauga, Ontario, Canada, Canada
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AG
Andrea Gillespie, Pfp®
Colleague at Rbc
St John’s, Newfoundland And Labrador, Canada, Canada
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Whitley Ramsey, Bba
Colleague at Rbc
Nassau, New Providence, The Bahamas, Bahamas
View →
MF
Méridick Forest
Colleague at Rbc
Laval, Quebec, Canada, Canada
View →
LM
Lauren Mierzwa
Colleague at Rbc
Greater Toronto Area, Canada, Canada
View →
BK
Barbara Ko
Colleague at Rbc
Canada, Canada
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MM
Marilena Mohid
Colleague at Rbc
Gatineau, Quebec, Canada, Canada
View →
SA
Steve Alexander
Colleague at Rbc
Greater Toronto Area, Canada, Canada
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RN
Renee Nickerson
Colleague at Rbc
Barrington, Nova Scotia, Canada, Canada
View →
ND
Nancy D'Angelo
Colleague at Rbc
Greater Ottawa Metropolitan Area, Canada
View →
SB
Sana Badruddin
Colleague at Rbc
Mississauga, Ontario, Canada, Canada
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AG
Andrea Gillespie, Pfp®
Colleague at Rbc
St John’s, Newfoundland And Labrador, Canada, Canada
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2 education records
Khalil Nayef education
Master'S Degree, Data Science, 4.0/4.0
Bcomm. Economics & Finance, Minor In Mathematics & Computer Science
FAQ
Frequently asked questions about Khalil Nayef
Quick answers generated from the profile data available on this page.
What company does Khalil Nayef work for?
Khalil Nayef works for RBC.
What is Khalil Nayef's role at RBC?
Khalil Nayef is listed as Associate, Liquidity Data Science and Analytics at RBC.
Where is Khalil Nayef based?
Khalil Nayef is based in Toronto, Ontario, Canada while working with RBC.
What companies has Khalil Nayef worked for?
Khalil Nayef has worked for Rbc, Northstar Digital Solutions, University Of Guelph, and J.D. Barnes Limited.
Who are Khalil Nayef's colleagues at RBC?
Khalil Nayef's colleagues at RBC include Whitley Ramsey, Bba, Méridick Forest, Lauren Mierzwa, Barbara Ko, and Marilena Mohid.
How can I contact Khalil Nayef?
You can use AeroLeads to view verified contact signals for Khalil Nayef at RBC, including work email, phone, and LinkedIn data when available.
What schools did Khalil Nayef attend?
Khalil Nayef holds Master'S Degree, Data Science, 4.0/4.0 from University Of Calgary.
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