Khalil Abu Mushref
28-year-old IT Sr. Business Consultant, Product Owner, and Data Scientist based in Riyadh, Saudi Arabia.
I lead enterprise digital and AI-enabled initiatives through business consulting, strong governance, and cross-functional leadership. With a background in data science, I translate strategy into execution across healthcare, government, fintech, and complex organizations.
Reach out to learn more about my expertise
- M
Master Team
Sr. IT Business Consultant
- Led enterprise-wide consulting engagements, delivering tailored digital solutions across healthcare, government, and finance sectors.
- Developed a Business Framework that improved delivery consistency across 60+ client software products.
- Oversaw implementation of 30+ cross-entity systems by aligning strategy with execution and compliance.
- C
Cloud Solutions
IT Business Analyst | Product Owner
- Streamlined business requirements gathering, producing over 1,200 pages of documentation and reducing project delivery time by 70%.
- Implemented a reporting framework with Microsoft Power Platforms, creating over 100 dashboards to enable data-driven decisions.
- Developed a Business Analyst training program, increasing team efficiency and skill development.
- P
Pixelated
IT Senior Business Analyst & BI Developer
- Launched a tailored training program for analysts, strengthening team capabilities in BI and operations.
- Improved data accuracy and consistency in reporting by implementing standardized documentation practices.
- Facilitated Fintech regular workshops for stakeholders, fostering a data-driven culture and enhancing project buy-in.
- C
Council of Engineers Association
Data Scientist (Contract)
- Conducted advanced data analysis and developed predictive models, providing actionable insights for key engineering projects.
- Created visualizations and dashboards that translated complex data into clear, actionable insights to support decision-making.
- Authored technical documentation for data models and algorithms, ensuring reproducibility and knowledge sharing across teams.
- D
Digital Cash
Software Data Scientist
- Built and deployed an application focusing on RESTful services with Spring Boot in an agile setting.
- Developed data pipelines for large datasets, optimizing data flow and integration.
- Extracted insights from application data to drive improvements and support business objectives.
Highlighted Projects
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KAM CLI
A developer-focused command-line interface that streamlines daily engineering workflows, automates repetitive tasks, and provides fast access to custom tooling, productivity shortcuts, and project utilities.
Wathiq: Modern E-Invoicing Platform
A modern and secure e-invoicing platform designed to digitally empower businesses. Wathiq helps organizations digitize invoicing, strengthen VAT compliance, and drive growth through real-time financial insights.
Business Intelligence
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Executive Insights Dashboard
A comprehensive executive dashboard providing real-time KPIs, revenue metrics, and strategic insights. Features interactive visualizations for CFO-level decision making, including financial performance tracking, trend analysis, and key business metrics across multiple dimensions.
Sales Performance Analytics
Advanced sales analytics dashboard featuring revenue breakdowns, customer segmentation, and performance metrics. Includes trend analysis, forecasting capabilities, and detailed drill-down views for sales team performance, product categories, and regional comparisons.
Machine Learning
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RAG & LangChain
Retrieval-Augmented Generation framework combining LLMs with enterprise knowledge bases. Applied in consulting operating systems for automated deliverable generation, requirements documentation, and intelligent business analysis workflows.
XGBoost & Gradient Boosting
High-performance gradient boosting framework for predictive modeling and classification. Applied in drug response prediction, cancer treatment outcome forecasting, KPI trend analysis, and data-driven business decision support.
Recent Insights
view moreWathiq: Modern E-Invoicing Platform
Wathiq is a modern and secure e-invoicing platform designed to digitally empower businesses — streamlining invoice issuance, strengthening VAT compliance, and delivering real-time financial insights.
April 15, 2026
KAM AI: My Personal AI Delivery System
An introduction to KAM AI — a personal AI delivery system that connects my tools, projects, and workflows into one coordinated layer, turning AI from an assistant into an operator across my engineering, consulting, and product work.
April 8, 2026