Sohila Khaled Abbas
SOHILA KHALED ABBASTHE PERSON BEHIND THE WORK
ABOUT / SOHILA KHALED ABBAS

From business questions
to useful BI reporting.

I’m a BI Developer with nearly two years of freelance experience turning business questions and scattered data into clear, reliable Power BI dashboards. I work across the reporting process—from data preparation and validation with Excel, SQL, and Power Query to dimensional modeling, DAX measures, KPI definitions, interactive reports, and practical handover documentation.

BI DeveloperData AnalystAnalytics Engineer
FREELANCE BI DEVELOPMENTDec 2024 – PresentBuilding dashboards and decision-ready reporting
MY APPROACHEnd to endPreparation, modeling, KPIs, reporting, and handover
BUSINESS CONTEXTS

Analytics grounded in
real operating questions.

My portfolio explores reporting and analysis across different teams, customers, and business models.

01Sales02Retail03Customer churn04Supply chain05E-commerce06Customer satisfaction07Marketing08HR09Healthcare
BEYOND FREELANCE BI

Different experiences.
One practical mindset.

My work has touched sales and retail, churn, supply chain, e-commerce, customer satisfaction, marketing, HR, and healthcare. Beyond BI, I’ve worked with Python, SQL, and DuckDB on search-performance data during an ML internship; mentored learners in Excel and analytics; and coached aspiring freelancers. I hold a BSc, and continue to develop through independent analytics projects and Excel/VBA automation, exploring ways to make reporting more efficient and useful.

01 / APPLIED ML
Jul 2026 – Sep 2026

Learning from search-performance data.

Hands-on experience with Python feature preparation and model evaluation, supported by SQL and DuckDB.

PythonSQLDuckDB
02 / PEOPLE & PRACTICE
Mentoring Jul 2025 – Apr 2026 · Coaching Sep 2025 – Jun 2026

Helping other people move forward.

Mentored learners in Excel and analytics, and coached aspiring freelancers on positioning, portfolios, proposals, and client communication.

ExcelAnalyticsFreelancing
03 / INDEPENDENT BUILDS
Projects · Excel · VBA

Making repeatable work more useful.

Independent analytics projects and Excel/VBA automation help me explore practical ways to make reporting more efficient, reliable, and easier to repeat.

Analytics projectsExcel automationVBA

A growing practice.
Something you can inspect.

These numbers describe the public portfolio and current course log. Open the source collection behind each one.

Different tools.
Connected thinking.

Choose a focus to explore the workflow and the public projects behind it.

Data engineering workflow selected.

Data engineering

A path from source files to a model people can trust.

The questions I look for: What is the grain? Where can a record fail? Can the transformation and business definition be traced?

  1. 01
    Sources

    Files, databases & APIs

  2. 02
    Landing

    Preserve the raw inputs

  3. 03
    Validate

    Check keys, types & quality

  4. 04
    Model

    Dimensions, facts & grain

  5. 05
    Explain

    A documented semantic layer

Build it. Explain it.
Invite a better question.

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