MALIM ZABI / MIS, WORKFLOWS & DATA ANALYSIS

Messy inputs.
Clear decisions.

I organize data, connect reporting steps and build dashboards that make day-to-day work easier to understand.

01 / DATA WITH A PURPOSE

The work behind
a useful report.

Practical MIS and operations experience.
A focus on clean inputs, consistent KPIs
and reports people can actually use.

01

MIS & reporting

Structured records, reporting templates, attendance summaries and management dashboards.

Excel & SheetsKPI reporting
02

Data analysis

Clean and validate datasets, summarize trends and turn questions into readable charts.

Python & PandasData cleaning
03

Workflow automation

Reduce repeat entry, connect agreed data sources and make routine reporting easier to maintain.

Reporting workflowsExport & handover

02 / FROM A RAW SHEET TO A USEFUL SUMMARY

A workflow that
has a clear next step.

  1. 01

    Collect

    Bring records into a consistent table.

  2. 02

    Validate

    Check formats, duplicates and missing fields.

  3. 03

    Analyze

    Define KPIs and calculate useful summaries.

  4. 04

    Report

    Build a dashboard and export the result.

03 / A WORKING DEMONSTRATION

Less searching.
More understanding.

Change a filter. See the report update.
Download the filtered records.

ILLUSTRATIVE MIS DASHBOARD

Training operations overview

FICTIONAL SAMPLE DATA

An original portfolio demonstration using invented centre records. These figures do not represent STAD, MyParty or any client's results.

Enrolments

—Across selected centre-period records

Attendance

—Weighted by enrolments

Assessments completed

—Across the selected records

Assessments pending

—Enrolments minus completed

Enrolments & assessments

Enrolments Completed assessments

Source records

Fictional training centre records used in this demonstration
PeriodCentreEnrolmentsAttendanceAssessments

Sample calculation: attendance is weighted by enrolments; assessments pending = enrolments − assessments completed. Enrolments across periods are totals of records, not unique people.

REAL CONTEXT. A CLEAR SCOPE.

Start with the report
you already have.

My MIS and centre operations experience gives me a practical perspective on reporting. Share your current process and the decision you need to make. We can scope a dashboard, a cleanup task or a repeatable workflow around that.

Let's talk about your data ↗See this demonstration in my work gallery ↗

LET'S BUILD YOUR NEXT CHAPTER

Something good
starts right here.

↗

A website, a better report, a simpler workflow.
Tell me what you have in mind.

Chat on WhatsApp opens in a new tab

+91 96429 48319 · Hyderabad / Remote

Let's hear your idea.

Prepare a short brief, then review and send it in WhatsApp or email.