BigQuery Database Setup with API Integration

@kamran2012

This looks like a great fit, I will set up your BigQuery database — ingesting data from both the Windsor API and Google Sheets, building transformation and validation layers, and connecting the final output to Looker Studio for reporting. For the daily updates, I will use scheduled queries in BigQuery combined with a Cloud Function to pull Windsor API data on a cron schedule. This approach keeps costs low and avoids unnecessary middleware. For Google Sheets, the native BigQuery connector works well, but I will add a staging layer so raw data is validated and cleaned before it hits your reporting tables. Questions: 1) Which Windsor API endpoints will feed into BigQuery — ad platforms, CRM, or analytics sources? 2) How many Google Sheets are involved, and do they follow a consistent column structure? Looking forward to potentially working together. Thanks, Kamran

@Solutionzhere

Hi, this is right in our data engineering stack at SolutionzHere (BigQuery + APIs + Sheets → Looker Studio). We’ll set up Windsor API ingestion (scheduled), native Google Sheets connector, transformation layer (cleaning, aggregation, validation), and optimized BigQuery schema, then connect Looker Studio with auto-refresh. For reliability (daily sync + clean modeling), budget is slightly low. Realistically ₹80k–₹1.2L, 2–3 weeks including docs. We’ve delivered similar multi-source pipelines with stable refresh. One question: does the Windsor API support incremental sync (timestamp/IDs) or only full refresh?

@nareshk44

As an experienced data professional with a passion for problem-solving, I believe I can deliver exactly what you're looking for, and even more. With top-notch proficiency in Google BigQuery, strong knowledge of Google Sheets, and expertise in data processing and cleaning, I have the skills needed to not just integrate your data from Windsor API and Google Sheets into BigQuery but also ensure daily updates of the dataset. In addition to these fundamental skills, my comprehensive experience with Excel and Google Sheets goes far beyond simple spreadsheet management; I'm adept at leveraging functions, formulas, formatting, timelines, pivot tables, charts, and graphs to simplify complex datasets. This will be incredibly beneficial as we undertake the transformation (Data Sorting, Aggregation, Cleaning), Validation and Aggregation tasks required for your Looker Studio outputs. Lastly, my 24/7 availability and commitment to meeting deadlines without compromising quality is a guarantee that your project will be completed exactly as per your requirements. Trust me to provide efficient services with fast, accurate results that align perfectly with your needs. Let's work together to create a functioning system that will elevate how you interact with your data.