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Modliqer
No-code ML & manufacturing analytics to analyze & optimize
Modliqer is a no-code manufacturing intelligence and machine learning platform by Qeltrava AI. Built for factory teams, it replaces expensive data science tools with guided ML setpoint optimization, real-time SPC control charts (Cp/Cpk), OEE tracking, and buyer-ready Quality Passports. Standouts: Natural Language Goal Parser, AutoML model benchmarking, supplier yield risk badging, and 1-click OEM Quality Passport reports with zero code required.
Hey Product Hunt! 👋
I'm Sathish Kumar, founder & builder at Qeltrava AI. We are thrilled to launch MODLIQER today!
💡 What MODLIQER Stands For:
MODLIQER = Models, Operations, Data, Learning, Intelligence, Quality, Engineering & Research.
🏭 The Problem We Solved:
Coming from Tamil Nadu, India — one of Asia's major manufacturing hubs — we saw plant engineers, quality managers, researchers, and students struggling with complex multivariable process data.
To tune temperature, pressure, or flow rates to maximize yield or reduce scrap, teams either had to hire expensive ML consultants or spend months writing Python code in Jupyter Notebooks.
✨ What MODLIQER Does:
MODLIQER is a no-code manufacturing intelligence & machine learning platform that follows a guided 3-stage framework:
1. ANALYZE: Drag-and-drop CSV/Excel files, check 0-100 Dataset Health, explore EDA charts & SPC quality controls.
2. OPTIMIZE: Type your goal in plain text ("Maximize yield while keeping temperature < 90°C"). MODLIQER parses constraints, benchmarks AutoML algorithms, and outputs safe operating setpoints.
3. PROVE: One-click generation of audit-ready Quality Passports for buyers, auditors, and management.
🚀 What’s Next:
Whether you are optimizing a factory line, teaching ML concepts in a classroom, or conducting applied engineering research — MODLIQER gives you data analyst + ML engineer capabilities without code.
We'd love to hear your feedback, thoughts, and feature suggestions! Let us know what you think in the comments below.
Thank you for your support! ❤️
About Modliqer on Product Hunt
“No-code ML & manufacturing analytics to analyze & optimize”
Modliqer was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #117 on the daily leaderboard. Modliqer is a no-code manufacturing intelligence and machine learning platform by Qeltrava AI. Built for factory teams, it replaces expensive data science tools with guided ML setpoint optimization, real-time SPC control charts (Cp/Cpk), OEE tracking, and buyer-ready Quality Passports. Standouts: Natural Language Goal Parser, AutoML model benchmarking, supplier yield risk badging, and 1-click OEM Quality Passport reports with zero code required.
On the analytics side, Modliqer competes within SaaS, Artificial Intelligence and Data & Analytics — topics that collectively have 527.2k followers on Product Hunt. The dashboard above tracks how Modliqer performed against the three products that launched closest to it on the same day.
Who hunted Modliqer?
Modliqer was hunted by Qeltrava AI. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Modliqer including community comment highlights and product details, visit the product overview.
Qeltrava AI