UPDATALOGIC
Automated Data Infrastructure & Scalable Analytics
Stop losing hours on manual spreadsheet compilation and guessing your actual profit margins. I transform your chaotic system numbers into a fully automated corporate dashboard layer, saving your management critical operational time and protecting your business profitability from hidden cost leaks.
Dynamic Visuals and Analytical Projects
Car-sharing data warehouse simulation — automated PostgreSQL/Supabase pipeline with live Looker Studio reporting.
Customer retention risk segmentation — identifying which customer tiers are actually at risk of churning, not just who already left.
Amazon marketplace sales analytics — practice project using a public 128,000+ transaction dataset. Identified over 10% of revenue going unrecorded due to uncaptured cancellations.
Corporate ESG and financial performance tracking — practice project covering profit margin, emissions, and revenue trends across industries.
Core Technical Expertise
Data Engineering
Your data, connected and always up to date. I build automated pipelines that pull data from your existing systems into one place on a schedule — no more manual exports or copy-pasting between spreadsheets. (Python-based.)
SQL Architecture
A database built to last, not held together with formulas. I design your data structure properly from the start, so it stays fast and reliable as your business grows. (PostgreSQL.)
Visual Analytics
Dashboards that answer questions, not just display numbers. Reports built around the decisions you actually need to make, with historical comparisons so you can see what's actually improving. (Power BI, Looker Studio.)
These are the tools I use most often — the actual stack is always matched to what fits your existing systems, not the other way around.