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This Revenue Blueprint represents a custom-engineered infrastructure. Successful deployment requires precise API integrations and ongoing algorithmic training. This is not a 'set and forget' template; it is a live system that I manage to ensure performance integrity
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
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Medicine Supply Chain Disruption Predictor
Built a production-ready ML system that predicts drug shortage risk using real FDA data. Collected and cleaned 1703 real drug shortage records, trained an XGBoost model, and deployed it as a live REST API — accessible to anyone worldwide.
The biggest challenge was identifying and removing 6 sources of data leakage that were causing fake 100% accuracy. After fixing this, the model delivers honest, generalisable predictions.
The entire system is containerised with Docker, automatically rebuilt and redeployed via a Jenkins CI/CD pipeline on every code push, and visualised through an interactive Power BI dashboard.
Result: A complete ML + DevOps project — from raw data to live deployed API — built independently in under 2 weeks.
great job👌
"The web is crowded with clones. Synapse is the antidote."
I am finishing the front-end architecture for Synapse, a high-density, brutalist SaaS environment engineered for VC-backed infrastructure. This build isn't designed to be 'clean'; it's designed to be Hardened.
Core Architectural Primitives:
The Terminal Hero: An asymmetric Serif/Mono split that abandons the centered stack for a CLI-inspired control bar.
Reactive Telemetry: I’ve implemented a Refractive Glass Overlay on the data tables. Hovering over a project (Helios, Cipher Mesh, Atlas) triggers a magnetic, blurred panel that displays unique, real-time schematics and metric-gain visuals.
Intel Feed: An intelligence-report style grid where every card is anchored by a [COMPLEXITY_INDEX] and [DATE_ISO] metadata header.
What’s Next:
We are transitioning into the Backend & Automation Phase. We’re integrating n8n and Supabase to ensure the user journey feels as premium and automated as the UI.
Want a private walkthrough of the Telemetry logic? Drop a comment.
"I Designed A Comprehensive Sales Performance Dashboard To Track Key Business Metrics Across Multiple Regions. By Integrating Raw Data Into A Dynamic Visual Interface, I Provided Leadership With Real-Time Insights Into Profit Margins, Regional Growth, And Product Performance, Enabling Data-Driven Strategy Decisions That Optimized Inventory Allocation."
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