From Metrics to Meaning: Building WellInsightEngine with Gemini

This is a submission for the Built with Google Gemini: Writing Challenge What I Built with Google Gemini During a recent hackathon I built WellInsightEngine , a system that converts oil well telemetry into AI-generated operational insights. I shared a short project overview on LinkedIn: Well Insight Engine: MODUS X / DTEK Hackathon Project | Vlad Timchenko Hey community! Spent a couple of intense weekends building a hackathon project. Thank you DEV Challenge, MODUS X, and DTEK for an intense and valuable experience 🚀 We worked as a small team: my teammate Andrii Savka focused on the frontend, while I handled the backend, data pipeline, and insight logic. Great collaboration throughout the event. Project repositories: Backend - https://lnkd.in/g63TJNEu Frontend - https://lnkd.in/giaCJNB2 linkedin.com In the oil and gas industry, wells continuously produce telemetry data such as pressure, flow rate, and choke positions. Engineers often analyze thousands of datapoints manually through das