Khalil Nayef Email & Phone Number

Toronto, On, Ca

Toronto, On, Ca

Toronto, Ontario, Canada

-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 labor hours per month.- Designed and implemented system architecture for the AgenticRAG project, provisioning Azure resources and… Show more -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 labor hours per month.- Designed and implemented system architecture for the AgenticRAG project, provisioning Azure resources and collaborating cross-functionally with teams across the business to ensure alignment and functionality.- Building complex retrieval-augmented generation (RAG) projects, leveraging AgenticRAG, HyDE, Step-back prompting, and more; improving operational efficiency. Show less

Toronto, Ontario, Canada

Mississauga, Ontario, Canada

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 accuracy and enabling the sales team to identify high-value prospects.

Mississauga

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 automated Python scripts for parsing vendor RPA email processing metrics, visualized using PowerBI dashboards, which… Show more 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 automated Python scripts for parsing vendor RPA email processing metrics, visualized using PowerBI dashboards, which streamlined troubleshooting and enhanced vendor accountability. Show less

Guelph, Ontario, Canada

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 mentorship to students and evaluated over 100 research essays, exams, and presentations.

Markham, Ontario, Canada

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 strategic planning and operational efficiencies.Streamlined GIS workflows for the efficient processing and visualization of… Show more 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 strategic planning and operational efficiencies.Streamlined GIS workflows for the efficient processing and visualization of geographic data to be presented to stakeholders, improving the accuracy and timeliness of land survey reports. Show less

Master'S Degree, Data Science, 4.0/4.0

Relevant Coursework: Statistical Data Modelling Working with Data at Scale Developing Big Data Applications Actionable Visualization.

Bcomm. Economics & Finance, Minor In Mathematics & Computer Science

Relevant Coursework: Intermediate Programming Software Design Data Structures & Algorithms Database Systems & Concepts Discrete Structures.