Independent technology studio · Est. 2024

Cendria
Interactive

Center of Ideas Where software, AI, and ideas converge.

A personal lab for exploring practical software, machine interfaces, data workflows, and generative media.

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ABOUT THE STUDIO

An Independent Studio and Personal Lab

Cendria Interactive is a small technical environment for designing, testing, and developing software systems with a strong interest in AI, interfaces, and applied engineering.

Built and operated by a solo founder & engineer

Cendria is not positioned as a large agency or a venture-backed product company. It is an independent studio focused on building thoughtful systems, exploring new technical directions, and turning ideas into usable interfaces.

The work spans AI-assisted software, modern web applications, Android tools, ERP and MES concepts, embedded integration, network experiments, and hybrid generative media workflows.

How the studio works

  • Building experimental systems with practical engineering constraints in mind
  • Developing interfaces that connect language, data, operations, and control flows
  • Working across software, infrastructure, and hardware-adjacent ideas without inflated claims
AI systems Software interfaces Operational tooling Hybrid media workflows
AREAS OF WORK

What Cendria Is Working On

These are the areas Cendria is actively exploring, building in, and connecting together across software, data, and systems design.

01

Artificial Intelligence Systems

Natural language interfaces, AI-assisted tools, NL-to-SQL workflows, and intelligent software surfaces designed for practical use.

  • Natural language interfaces
  • NL → SQL systems
  • LLM-based workflows
Learn More
02

Web Platforms

Modern web applications, dashboards, control panels, and interactive software systems shaped around operational clarity.

  • Dashboards and control panels
  • AI interface layers
  • Interactive software systems
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03

Mobile Applications

Android applications and mobile system interfaces designed to connect with cloud services, operational data, and lightweight control flows.

  • Android applications
  • Mobile system interfaces
  • Cloud-connected workflows
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04

ERP Solutions

ERP concepts, business workflow structures, and database-driven internal tools designed as modular software building blocks.

  • Business workflow systems
  • Database-driven tooling
  • Modular software structures
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05

MES Systems

MES concepts for production tracking, manufacturing visibility, and real-time operational interfaces across moving processes.

  • Production tracking
  • Monitoring dashboards
  • Real-time operations interfaces
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06

Embedded Systems & Integration

Embedded systems, firmware-related development, IoT communication, and hardware/software integration experiments.

  • Embedded systems
  • Firmware-related development
  • Hardware/software integration
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07

Network / Radiolink Systems

RF-related systems, distributed communication concepts, and radiolink infrastructure experiments for networked environments.

  • RF-related systems
  • Distributed communication
  • Radiolink infrastructure concepts
Learn More
08

Generative AI Media

Concept and lyric generation with language models, music generation with Suno, text-to-video with Sora, and final post-production done manually.

  • Language-model concepts and lyrics
  • Suno and Sora workflow
  • Manual post-production
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HYBRID MEDIA WORKFLOW

Generative AI Media Workflow

A hybrid process combining language-model ideation, Suno music generation, Sora video generation, and manual post-production.

Hybrid Workflow
LM Concepts Suno Sora Manual Edit

Hybrid AI Music Video Workflow

Concept and lyric generation starts with language models, the music is generated with Suno, video material is developed with Sora, and the final piece is edited manually.

@CroggBand

WORKFLOW BREAKDOWN

How the Media Workflow Comes Together

A hybrid process rather than a fully automated pipeline

#01TEXT

Concept & Lyric Generation

Language models are used to explore concepts, mood, structure, and lyrics. This stage provides direction rather than a finished media output.

LLMPromptingEditorial Notes
#02MUSIC

Suno Music Generation

The text direction is translated into song drafts and musical structure with Suno, then reviewed and selected as part of the creative process.

SunoPrompt IterationSelection
#03VIDEO

Sora Text-to-Video

Sora is used to generate visual sequences and visual ideas that can support the music direction and overall narrative.

SoraScene DirectionVisual Drafts
#04EDIT

Manual Post-Production

The final output is assembled manually through editing, sequencing, timing, clean-up, and aesthetic decisions rather than full automation.

FFmpegTimeline EditColour Work
SELECTED BUILDS

Selected Projects and Working Directions

A grounded look at the kinds of systems, interfaces, and technical directions Cendria is building and experimenting with.

nl_sql_console.ts ◎ LAB
// Artificial Intelligence Systems — Natural language interface

Natural Language SQL Console

An experimental interface for turning plain-language questions into structured queries, reviewable SQL output, and usable database results.

LLMSQLReview LayerPrompting
modular_ai_architecture.md ◐ R&D
// AI Systems — modular architecture exploration

Modular AI System Architecture

An ongoing exploration of how language models, generative visual systems, voice interfaces, and interactive web platforms can be combined into flexible software infrastructure.

LLMVoiceWeb UIModular AI
web_ops_panel.tsx ◎ DEV
// Web Platforms — Dashboard and control surface

Operations Control Panel

A web-based interface for viewing system states, managing tasks, and bringing AI-assisted actions into a structured operational screen.

TypeScriptDashboardAPIAI UI
erp_workflows.py ◎ DEV
// ERP Solutions — Modular business logic

ERP Workflow Modules

A modular set of experiments around orders, approvals, inventory structure, and relational workflow modelling for internal systems.

PythonPostgreSQLWorkflowModules
mes_monitor_board.ts ◎ DEV
// MES Systems — Monitoring and production visibility

MES Monitoring Board

A monitoring interface concept for production tracking, machine status, and real-time operations visibility across active processes.

RealtimeDashboardTelemetryMES
server_setups.yml ◎ LAB
// Infrastructure — server setup and deployment experiments

Server Setups

Practical server installation, deployment structure, runtime configuration, and environment setup work for small software systems and internal tools.

LinuxNginxDockerDeploy
visual_pipeline.py ◎ LAB
// Generative Visuals — diffusion-based image workflow

Text-to-Image / Visual Generation Pipeline

A generative visual system exploring how text prompts can be transformed into images through diffusion-based models, prompt workflows, and visual composition strategies.

Stable DiffusionPromptingCompositionVisual AI
embedded_bridge.c ◐ R&D
// Embedded + Network — Device communication experiments

Embedded / Radiolink Bridge

Low-level experiments around device communication, RF links, telemetry, and hardware/software integration across distributed systems.

Embedded CRFTelemetryIoT
CONTACT

Start a Conversation

Cendria Interactive is built and operated by a solo founder & engineer. If you'd like to talk about a system, interface, or technical direction, send a message.

EMAIL

info@cendria.net

// our vision

“Teknoloji ve yaratıcılığın kesiştiği noktada, fikirlerin gerçeğe dönüştüğü bir merkez inşa ediyoruz.”

— Cendria Interactive