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Title: Standard-Compliant 3D Tiles & Earthwork Analysis Platform
Role: Full-Stack Developer &GIS Specialist
Description:
Developed a high-performance interactive 3D construction monitoring platform.
Implemented OGC 3D Tiles standard via CesiumJS for seamless navigation through gigabyte-scale site models.
Built integrated engineering tools, enabling instant volume calculation, earthwork analysis, and 2D plan overlays directly on 3D digital twins.
Ensured 30FPS+ real-time performance via optimized LOD-based rendering.
The network for creativity
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Title:
The Graphic Novel Syndicate: A Fully Automated 60-Page Production Pipeline
Project Link: [https://app.melius.com/projects/c95de835-b21e-42cb-b77b-d11344bb6a92/canvas/feccc0eb-d8d4-4196-8dfd-21ee38fe6af0 ]
Video Walkthrough: [https://youtu.be/lN5iBnjXkAw]
Project Description:
Most creators use generative AI to create isolated images or short videos. I wanted to push Melius to its absolute architectural limits by building a fully automated, scalable production pipeline designed to generate a cohesive 60-page noir graphic novel. I successfully rendered 18 complete pages (over 100 panels) end-to-end, but I eventually hit the hard limits of both the UI performance (severe lagging) and my credit balance. However, the engine architecture itself is fully functional, proven, and ready to scale. It is not just a comic; it is a workflow-native engine designed for continuous storytelling.
Process Overview & Architecture (What I Used):
To achieve absolute consistency without the system hallucinating or losing the plot, I structured the Melius canvas like a software backend, utilizing multiple node types:
Phase 1: The Master Brain (World Building LLM)
I started with a primary LLM node acting as the "Showrunner." Given a single seed sentence, it generated a comprehensive "Story Bible," locking in the overarching plot, environmental aesthetics, and strict character design rules.
Phase 2: The Logic Parsers (Workflow Routing LLMs)
To prevent data overload, the output from the Master Brain is fed into secondary, specialized AI Text Nodes. These act as logical routers. They parse the master script and isolate exact prompts for specific panels, ensuring each downstream image node receives only the precise data it needs.
Phase 3: The Render Array (Parallel Text-to-Image)
The parsed prompts are fed simultaneously into a battery of Image Generation nodes (Flux/Grok). This parallel array generates the raw pages (6 panels at a time) maintaining the high-contrast noir aesthetic dictated by the Master Brain.
Phase 4: The Cinematic Climax (Start/End Frame Video & Audio)
To fulfill the ">1 node type" requirement and add a massive "wow" factor, the final panels of key scenes are routed into Image-to-Video and Audio (ElevenLabs) nodes. By feeding Panel A (Start Frame) and Panel B (End Frame) into the video model, the engine creates hyper-smooth, logical cinematic transitions for the story's climax, complemented by epic sound design.
Extensiveness of Agent Use:
The Melius Agent was my co-architect throughout this build. I utilized the Agent to help design the logical flow of the parsing nodes. When dealing with the massive data flow from the Master LLM to the 6-panel Render Array, the Agent helped structure the prompt extraction logic, ensuring the "spaghetti wiring" remained functional and the data routed correctly to the visual generators.
Feedback on Experience Using Melius:
The Highlights & UI Experience:
This is arguably the first AI agent I've encountered capable of genuinely grasping complex, high-level structural requests. While I am highly accustomed to the deep technicality of complex node-based tools like ComfyUI, Melius offers a brilliant contrast: the visual canvas is incredibly clean and accessible. The ability to visually orchestrate AI collaboration is phenomenal.
Areas for Improvement (Stress-Test Feedback):
Because I pushed the platform to its limits with this massive pipeline, I found a few severe bottlenecks:
Credit Exhaustion from Deep R&D: My ultimate goal was to finalize the entire 60-page project to the highest possible polish, but I hit hard credit limitations after rendering 18 pages. I burned through a massive portion of my credits purely on R&D—extensively testing different model outputs, probing the Agent's comprehension limits, and figuring out exactly how far and how deep I could push the node architecture before it broke.
Performance & Batch Errors: The web app currently struggles under heavy production loads. By the time I reached 18 pages, I experienced choppy canvas navigation and frequent errors when queuing multiple generation batches.
Wiring Logic at Scale: In massive multi-node networks, the Agent occasionally lost track of correct connections. It would claim everything was wired perfectly, but upon explicit prompting to double-check its work, it would discover its own routing errors.
Pre-Run Cost Estimator: A massive UX improvement for power users would be implementing a built-in UI feature that analytically calculates the exact credit cost of the entire node tree before hitting "Generate," rather than relying on the Agent's estimates.
Custom LoRAs: Adding support for custom LoRAs would be the ultimate upgrade for maintaining absolute character consistency in sequential art pipelines like this one.
wow i didn't even know our agent was capable of this
Please find attached my work for the contest.
Title: Chronos. Concept: This isn't just a watch.
It's a device capable of temporarily altering a person's biological age. Idea: Age is now a setting. Slogan: “Turn the dial. Rewrite yourself.”
CHRONOS
Time became wearable.
What if age was no longer something you feared…
but something you could control?
Introducing CHRONOS — the world’s first biometric timepiece designed to alter the body’s biological state.
Crafted from polished titanium and sapphire glass, CHRONOS combines timeless watchmaking with impossible technology. A single rotation of the precision dial allows you to shift between biological ages — restoring energy, strength, recovery, and physical vitality.
Age is no longer permanent.
It’s adjustable.
Every detail is engineered for absolute elegance:
a seamless adaptive display, intelligent biometric synchronization, and a sculpted silhouette inspired by the future of luxury.
Because time was never meant to control us.
You don’t wear CHRONOS to tell time.
You wear it to redefine it.
CHRONOS
Rewrite your timeline.- https://app.melius.com/projects/57e1db6b-198e-4b07-9cfe-5dbed68b0351/canvas/3210a1dc-ad68-48e6-9c50-9ab0eb286f48
Stages of Creation
First, I uploaded the original image of the watch, which became the foundation of the future commercial video.
Then, I analyzed the idea and atmosphere of the video. I thought about the mood of the future commercial, and together with the Melius agent, we chose a luxury style. This decision influenced the entire visual presentation.
After that, Melius created the concept of the video — including the scenes, camera movements, lighting, and visual effects.
Next, prompts for the animation were created.
Then, Melius started the video generation process.
Video Editing
After the generation process, Melius combined all the scenes into one complete commercial video.
At the final stage, the brand slogan was added.
In the end, I exported the video in a 16:9 format.
My Experience of Using Melius
I recently tried Melius for the first time, and honestly, I was pleasantly surprised. At first, I thought it would be difficult to understand, but everything turned out to be very simple and convenient 😄 The interface is clear, and everything works fast without unnecessary confusion.
What I especially liked is that Melius really saves time. While other platforms make you struggle, search through settings, and watch long tutorials, here everything works on a “click and get results” principle.
For the first time in a long while, I didn’t feel the need to contact support and ask, “WHY IS NOTHING CLEAR?!” 😄
I also liked that even beginners can easily start using it — there’s no need to spend hours learning instructions or watching tons of videos. You just open it and start working.
After my first experience, I got the feeling that Melius was created for people — to make work simple, fast, and stress-free. I will definitely keep using it.
Project Title: Diplomatic Customer Service Space | Interior Design & Real-Time Visualization
Overview
This project focuses on the interior architectural design and high-fidelity visualization of a high-security diplomatic customer service area. The design intent was to harmonize grand institutional scale with a modern, transparent service experience. By utilizing an expansive curtain wall system and sophisticated material contrasts, the space projects an image of global professionalism and efficiency.
The Visualization Process (Clay Mode to Final Render)
The accompanying video showcases the transition from Clay Mode to a fully realized Material-Applied render in D5 Render. This workflow was essential for:
1. Lighting Analysis: Using Clay Mode to evaluate the impact of natural light from the floor-to-ceiling glazing and the distribution of the custom curved halo-lighting fixtures.
2. Material Selection: Refining the interplay between polished stone flooring, metallic architectural columns, and the "Diplomatic Blue" brand identity elements.
3. Spatial Flow: Visualizing the relationship between the open waiting lounge and the secure service counters to ensure optimal pedestrian circulation.
4. Technical Specifications
* Modeling: Complex ceiling geometries and institutional structural elements modeled in Revit.
* Rendering: Real-time raytracing in D5 Render to achieve physically accurate reflections on the metallic and wood surfaces.
Biophilic Design: Integration of interior greenery to enhance indoor air quality and provide a calming atmosphere for visitors.
Professional Services from Amenti Geleta
Interior Architectural Design
High-End 3D Visualization & Walkthroughs
Futuristic Visualizations
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