About Vinay
Vinay co-founded TheDataHQ and runs delivery and operations across client scraping engagements. Where Chirag scopes and builds, Vinay is responsible for the work arriving: schedules, the people on each project, and the checks a dataset passes before it reaches a client.
That covers the unglamorous half of managed scraping - monitoring runs so a break is spotted before the client notices, holding delivery windows on continuous pipelines, and keeping formats and schemas stable as sources change underneath them.
Engagements run as fixed-price projects, as retainers, or as a dedicated developer working inside a client’s team, and the clients range from solo founders taking a one-off dataset to teams pulling millions of pages a day. Vinay is the one deciding which shape fits and holding it to the schedule agreed with the quote.
What he works on
- Delivery and scheduling
- Run monitoring and break response
- Data quality checks before delivery
- Client communication and reporting
Selected work
Engagements delivered by TheDataHQ, where Vinay was part of the team.
- Venture Capital
Global startup intelligence pipeline
We built an automated pipeline covering funding rounds, founder backgrounds, growth metrics and technology stacks, collected continuously and delivered through a REST API and a custom dashboard.
2.5M+ Startups tracked120+ Sources200GB+ Data collected
- Human Resources
Job market data at national scale
We built a continuous collection pipeline pulling employment listings from thousands of sources, normalised into one schema so roles, salaries and locations stayed comparable across markets.
50K+ Jobs per day15K+ Sources12 Countries
- E-Commerce
Competitor price monitoring
We automated price and product monitoring across the competitor sites they cared about, with daily pricing reports and real-time alerts when a tracked product changed.
200+ Competitor sitesDaily Price refresh
Writing by Vinay
Posts on web scraping, data extraction and what it costs to run properly.
Read the blog