Medhansh Singh
AIML @ RVCE | Building Private, High-Performance Local AI
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Vision-Cart V2: Neural Intelligence Platform
Developed a high-end Visual Auditing dashboard for retail and industrial quality control. Unlike basic classifiers, this system performs Deep Feature Extraction—calculating metrics like caffeine content (mg), volume (ml), and shelf fill-levels.
Edge-AI Mastery: Optimized to run Ollama (Moondream) locally on restricted hardware (2GB VRAM), ensuring total data privacy.
Industrial UI: Built a 'Nuvion-Black' interface with real-time scanning animations and a horizontal Bento-grid for system vitals.
Business Logic: Integrated a 'Neural Suggestion' engine to turn visual scans into automated inventory and QC decisions.
Tags: #ComputerVision #EdgeAI #React #FastAPI #MachineLearning
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The Culinary Hub: High-Performance, Commission-Free Cafe Engine
Project Description
The Problem: Local cafes lose ~30% revenue to aggregator commissions (Zomato/Swiggy).
The Solution: A high-fidelity "Emerald Glass" storefront designed for direct customer conversion.
Key Features:
Zero-Commission Engine: Structured WhatsApp ordering to bypass third-party fees.
Operational Logic: Real-time "Shop Status" toggle to manage kitchen hours automatically.
Premium UI: Glassmorphism design built with Tailwind CSS for a mobile-first, luxury feel.
Loyalty Focused: Built-in "Order Your Usual" feature via local storage for repeat customers.
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SkyFlow | End-to-End Flight Engine
The Goal: A high-performance booking journey from search to seat selection.
The Tech: Powered by Python (Flask) and Amadeus API for real-time global flight data.
Key Features:
Interactive Seat Mapping & real-time price fetching.
Automated Ticket Generation & booking management.
"Soft-Luxury" UI designed with Tailwind CSS for mobile responsiveness.
The Result: A seamless, professional-grade flow built for speed and reliability.
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Premium Hospitality Landing Page Template
The Project: A high-performance, mobile-responsive landing page designed for the hospitality industry.
Built with a focus on "Soft-Luxury" aesthetics and high-speed performance.
Key Tech: HTML5, CSS3, JavaScript, and Netlify for deployment.
Top Feature: Commission-free WhatsApp booking integration to drive direct customer reservations.
Try it yourself: https://demo-cafes-123.netlify.app/
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