Service Catalog

Data Services Built for Operations

From repairing corrupted spreadsheets to writing automated data transformation scripts and decision dashboards.

01

Data Cleaning & Standardization

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The Business Problem

Exported CRM records and vendor tables often arrive with duplicated customer rows, broken international phone formats, mixed date standards (MM/DD vs DD/MM), and missing mandatory fields that derail database ingestion.

Verified Deliverables

Standardized, error-checked dataset in `.xlsx` or `.csv` format + a complete line-item transformation log showing every modified, imputed, or purged record.

Scope of Work:

Exact & fuzzy deduplication on multiple composite keys
Handling missing/null values via domain-specific logic
ISO-8601 date, phone, and postal code normalization
Removing hidden non-ASCII characters & whitespace
Schema constraint & data type validation
Database-ready relational structuring
02

Data Analysis & Business Insights

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Convert raw order histories and operational logs into structured quantitative insights. Discover your actual margin contributors, customer repurchase cycles, and seasonal demand peaks.

Scope of Work:

Monthly revenue, order volume & AOV trend breakdown
Product margin analysis & underperforming SKU identification
Customer retention & repurchase frequency modeling
Geographic & territory sales distribution mapping
Multi-table SQL aggregations & cross-tabulations
Executive written summary with statistical charts
03

Data Automation & Python Scripting

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Eliminate hours of manual spreadsheet copy-pasting. Custom Python scripts handle multi-file consolidation, calculations, and scheduled exports with zero human error.

Scope of Work:

Automated consolidation of multiple CSV/Excel sheets
Web scraping & structured table extraction (BeautifulSoup)
Standalone one-click Python executable scripts
Scheduled pipeline execution via cron/task scheduler
Automatic error reporting and exception handling
Clean CSV, XLSX, JSON, or SQL database outputs
04

Interactive Dashboards & Visual Reports

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Clean, interactive web dashboards that let you filter by date, category, region, or channel without wrestling with complicated spreadsheet formulas.

Scope of Work:

Custom web dashboards built with Python Plotly & Dash
Dynamic date range, product, and channel filters
KPI metric cards (Revenue, Orders, Margins, Growth %)
Interactive time-series charts, heatmaps & bar plots
Exportable data snapshots & high-res chart downloads
Fully responsive layout for desktop and tablet viewing
05

Data Entry & Quality Verification

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High-precision manual entry combined with programmatic cross-checks to ensure zero discrepancies in your customer registers, product catalogs, and inventory sheets.

Scope of Work:

Accurate manual & batch data entry into Excel/Sheets
Cross-reference audit against source invoices and PDFs
Spreadsheet cleanup & unified column naming standards
Record categorization, tag assignment & indexing
Thorough quality verification and record checking
Complete confidentiality & secure local handling

Need a tailored data solution?

Tell me what format your data is in and what you need delivered.

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