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You will get a Perfectly Cleaned Data Table
Top Rated
Project details
Data cleaning includes removing duplicates, fixing formats, normalizing text, correcting data types, and handling missing values. I will standardize dates, numbers, currencies, and categories; detect outliers and inconsistencies; split or combine columns; clean text via regex, case, and punctuation fixes. I validate totals, ensure referential integrity, flag anomalies, and deliver a ready-to-use dataset programmatically (Python/SQL/Power Query) and manually when needed.
Validation phase include data profiling, rule checks, outlier detection, and before/after reports
Up to 1 single table: Any number of columns, any quantity of rows.
Validation phase include data profiling, rule checks, outlier detection, and before/after reports
Up to 1 single table: Any number of columns, any quantity of rows.
Data Tool
PythonWhat's included $100
These options are included with the project scope.
$100
- Delivery Time 1 day
- Number of Revisions 1
Optional add-ons
You can add these on the next page.
Reusable & Parametrized Script
(+ 1 Day)
+$100
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Mark S.
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By asking the proper questions, Dylan was able to provide a clear path/solution for the project to move forward. Very helpful.
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About Dylan
Business Intelligence Architect | Decision Systems Engineer
100%
Job Success
Quito, Ecuador - 9:22 pm local time
🧠 𝗪𝗵𝗲𝗿𝗲 𝗛𝘂𝗺𝗮𝗻 𝗝𝘂𝗱𝗴𝗺𝗲𝗻𝘁 𝗕𝗲𝗮𝘁𝘀 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻
🔹 Ambiguity → Clarity: I define the right questions and metrics before building anything, so you measure what matters, not what's easy.
🔹 Semantic & Data Modeling: Star schemas, slowly-changing dimensions, reconciled grain, single source of truth
🔹 Scalable Architecture: Pipelines and models designed for "Day 2", maintainable, cost-aware, documented, built to grow instead of breaking at scale.
🔹 Context Integration: I unify Stripe, Shopify, Zoho, GA4, Ads platforms, etc. and CRMs into one coherent ecosystem that mirrors how your business actually operates.
🔹 Narrative & Decision Design: Every visual answers a business question and points to an action, analysis a CEO can act on in seconds.
⚙️ 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗧𝗼𝗼𝗹𝗯𝗼𝘅
🔹 BI & Viz: Power BI, Looker Studio, Zoho Analytics, Metabase, Apache Superset, Domo, Databox
🔹 Modeling & Query: SQL, DAX, Power Query (M), Python, dbt, Excel
🔹 Warehousing: BigQuery, Cloud SQL, Snowflake, SQL Server, MySQL, Firebase
🔹 Pipelines & ETL: Make, n8n, Fivetran, Apps Script, Cloud Run, Windsor AI, Coupler IO, Supermetrics
🔹 Sources: Stripe, Shopify, Zoho CRM, GA4, Google/Meta/TikTok Ads, Search Console, etc.
🔹 AI layer (the plus): OpenAI & Claude APIs, Claude Code, Codex, conversational analytics, anomaly detection, predictive models, and agent workflows for automated briefings & alerts
🚀 𝗪𝗵𝗮𝘁 𝗦𝗲𝘁𝘀 𝗠𝗲 𝗔𝗽𝗮𝗿𝘁
🔹 Business-first, not tool-first: I start with your objectives and constraints, not your dataset.
🔹 End-to-end ownership: From auditing sources and defining KPIs to modeling, building, and publishing, I run the full lifecycle.
🔹 Transparency: You own your data and infrastructure. I document every step, so nothing is a black box.
🔹 AI as leverage, not a gimmick: I automate the repetitive parts so the strategic parts get more of my attention.
⭐ 𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗦𝘁𝗮𝘆
🔹 Reliable communication and clear expectations , no micromanagement needed.
🔹 Insights in plain language, for technical and non-technical stakeholders alike.
🔹 Proactive: I diagnose and recommend, not just deliver charts.
🔹 Consistent delivery, on time, with care.
💡 𝗟𝗲𝘁'𝘀 𝗕𝘂𝗶𝗹𝗱 𝗬𝗼𝘂𝗿 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗦𝘆𝘀𝘁𝗲𝗺
If your business generates data but not clarity, let's fix that. I'll design the model, architecture, and dissemination layer that turn your numbers into a durable competitive advantage, clear, scalable, and genuinely yours.
Steps for completing your project
After purchasing the project, send requirements so Dylan can start the project.
Delivery time starts when Dylan receives requirements from you.
Dylan works on your project following the steps below.
Revisions may occur after the delivery date.
Request Confirmation
I will confirm with you the expected results and that we are on the same page.
Access & Permissions
Client grants all permissions and access needed over the target table