Reporting · Operations · Business Intelligence

I build reporting that catches problems before review and keeps the next action visible.

I handle recurring KPI reporting, data-quality recovery, programme operations, and documented handoff.

View selected work View résumé Email me about a role
Reporting Rhythm
Reporting Rhythm Reporting moves from recurring signals through definition and quality checks to management review and a recorded next action. SIGNAL CHECK REVIEW DECISION
  1. SIGNALRecurring business inputs
  2. CHECKDefinitions, quality, exceptions
  3. REVIEWManagement-ready reporting
  4. DECISIONNext action recorded
On-time delivery rose from approximately 85% to 98% across more than 50 cycles. On-time deliveryAcross 50+ cycles
01 / Selected work

Selected work

Three professional cases: recurring KPI reporting, a paid data-quality recovery, and programme operations.

Professional work comes first. Synthetic and earlier projects keep their status and dates attached.

Jan 2024–Present Professional current

Recurring Reporting System

I own source checks, metric definitions, preparation, the management summary, and follow-up questions across the weekly KPI cycle.

Preparation fell 35%, from about eight hours to five per cycle.

See the reporting system
V-101 / Weekly reporting cadence
Weekly reporting cadence Weekly reporting moves from recurring inputs through definition checks, preparation, management review, and recorded action. INPUTSDEFINITIONSPREPAREREVIEWACTION
Recurring inputs are checked and prepared before management review; the next action returns to the following cycle.
Jun 2024–Jan 2025 Paid client

Multi-Source Data Quality Recovery

Over seven paid months, I collected and standardized three sources, led the duplicate-data recovery, and documented the client handoff.

The workflow standardized three source platforms, rebuilt the affected output, and added recurrence controls.

See the recovery case
V-201 / Source · validate · recover
Three-source data-quality recovery Three anonymous source platforms with different structures enter a repeatable collection workflow that retains lineage before validation and recovery. SOURCE ASOURCE BSOURCE C VALIDATERETAIN LINEAGE RECOVERCOMMON WORKFLOW
Anonymous sources stay distinct until a common workflow can validate and account for them.
Jan 21–Mar 4, 2026 Professional current

Programme Operations System

I coordinated a distributed cohort from intake and team formation through blockers, submission, feedback, and operator handoff.

35 participants, seven teams, and a reusable 16-phase process.

See the operations system
V-301 / Teams · phases · handoff
Thirty-five participants across seven teams Thirty-five anonymous participants are grouped into seven team lanes that meet at one shared checkpoint; no individual data is shown. T1T2T3T4T5T6T7 35 PARTICIPANTS · 7 TEAMS · ONE OPERATING RHYTHM
Seven anonymous team lanes converge on a shared checkpoint and handoff rhythm.
Technical case / synthetic Aug 2026 · Synthetic case study

Synthetic portfolio project. No paid or production experience is claimed.

Operations Reporting Control Tower

A synthetic Power BI model with 12/12 quality controls, 7/7 reconciliations, six report pages, and a static PBIX.

12/12 controls · 7/7 reconciliations Inspect the technical case
Synthetic reporting model

Synthetic inputs flow to a SQL model, then quality controls, then a static Power BI file.

12/12 quality controls7/7 reconciliations

Static technical evidence only. No live refresh, client, cloud, or production environment is implied.

Supporting register

Other evidence, with dates shown

Public-data analysis and earlier work are included with their dates and limits.

PUBLIC_ANALYSIS / PORTFOLIO_RECONSTRUCTIONOriginal work/source: 2023Audited portfolio reconstruction: 2026

Freelancer Market Intelligence Audit

A public-data cleaning audit that accounted for 29,326 inputs, 27,348 clean records, and 1,978 repeated IDs.

100% of inputs accounted for · 93.26% cleanView the Freelancer dataset (opens in a new tab)
PUBLIC_ANALYSIS / PORTFOLIO_RECONSTRUCTIONOriginal work: 2025Portfolio reconstruction: 2026

GitHub Ecosystem Monitor

A public-metadata audit with 14,644 clean repository rows and zero duplicate owner/repository identities.

14,644 clean rows · zero duplicate identitiesView the GitHub dataset (opens in a new tab)
02 / Writing

Selected writing

Reporting · dashboards · data quality · judgment

View selected writing
03 / Experience

Where the work happened

The cases above come from current reporting work, a seven-month client engagement, and a distributed programme. Each entry keeps its setting and dates clear.

Jan 2024–Present

Data Career Jumpstart

Reporting & Operations Analyst

Owns recurring KPI reporting and supports programme operations for a remote education and career-development business.

Improved on-time reporting from about 85% to 98% across 50+ cycles.

Jun 2024–Jan 2025

Novae, LLC

Data Analyst (Contract)

Delivered a multi-phase engagement covering data collection, standardization, recovery, and handover.

Standardized three source platforms, recovered a duplicate-data issue, and documented the handover.

Apr 2025–Present

Explain the Data

Founder & Publisher

Publishes practical guidance on reporting, dashboards, data quality, and analytical judgment.

Read about how I work