Machinery, technical design and AI-assisted development.

I work on machinery manufacturing and refurbishment at Dereli Plast. I bring hands-on experience in technical preparation, machining and mechanical assembly to AI-assisted software and product development. Here I share the work, my contribution and its current stage.

• Canonical: https://www.mehmeterendereli.com/en
• Language: en

Mehmet Eren Dereli · Istanbul

View Projects(https://www.mehmeterendereli.com/en/projects) · Areas of Work(https://www.mehmeterendereli.com/en/services) · Get in Touch(https://www.mehmeterendereli.com/en/contact) · MED AI · Quick Assist


Workshop photo · Mixer assembly

How I Work

From hands-on manufacturing to digital product development.

• Technical preparation and assembly
• AI-assisted software development
• Testable automation
• G1000 design and VORMETRA Slice

See AI from the inside.

MED AI · Learning

Explore how AI works through interactive 3D visuals and 12 sections. The learning content is in Turkish.

Beginner

Follow clear explanations of the core concepts.

Technical

Explore the mathematics and inner workings of models.

Explore the Learning Site(https://egitim.mehmeterendereli.com/)

Areas of work

• Manufacturing: Machining and assembly
• Design: Production and assembly requirements
• Software: AI-assisted product development
• Verification: Tests and execution records

My manufacturing work is grounded in Dereli Plast, our family business in plastics-processing and extrusion machinery. I distinguish my own contribution from the wider scope of team projects.

Companies we work with

• Mutlusan Plastik Elektrik San. ve Tic. A.Ş.
• Der-San Mak. San. ve Tic. A.Ş.
• Kaan Makina San. ve Tic. A.Ş.
• Dereli Plast
• Tuna Plast

Services

From manufacturing and automation to AI agent workflows, knowledge bases and GEO.

Custom Machinery Design and Manufacturing


Workshop photo from my portfolio · Machining

Hands-on technical preparation, machining and mechanical assembly within Dereli Plast.

• Concept design
• Custom mechanical solutions
• Maintenance-oriented setup

PLC / HMI Automation

Assessment of machine behaviour, operator needs and control requirements with the project team.

• Control scenarios
• Operator panels
• Alarm and recipe management

Production Line Retrofit and Revision


Workshop photo from my portfolio · Mechanical assembly

I assess the mechanical structure, maintenance needs and refurbishment scope of existing machines.

• Mechanical assessment
• Revision planning
• Assembly work

Panels / Drives / Temperature Control Systems

I consider how panels, drives and temperature control relate to the mechanical system within each project’s scope.

• Inverter applications
• Zone control
• Panel logic

AI Agents and Workflow Automation

AI applications connecting models, company documents and tools in a single workflow. I design the scope, review points and output checks together.

• Agent workflows and human review
• Document-grounded answers · RAG
• MCP / API tool integrations

GEO and AI Search Visibility

Technical SEO, content structure and visibility measurement to help search engines and AI answers understand your content.

• Crawlability and technical SEO
• Sourced content and structured data
• Citation tracking in AI answers

Sectors

Engineering and AI applications across manufacturing, e-commerce and digital publishing.

Plastics Processing

Solutions for extrusion and similar processes where heat, drive control and operator interaction are handled together.

• Extruder automation
• Temperature zone control
• Line visibility

Composites

Control and monitoring for composite lines where consistency matters.

• Process stability
• Operator visibility
• Line revision

Custom Production Machinery

Solutions for non-standard production needs where mechanics and automation must be designed together.

• Machine design
• Control architecture
• Field practicality

Retrofit Automation

Revision work that improves visibility and performance without total replacement.

• Mechanical assessment
• Revision planning
• Assembly work

Small and Medium-Sized Manufacturing

Connecting manufacturing practice with AI-assisted document search, quotation preparation and repetitive office workflows.

• Technical document knowledge base
• AI-assisted quotation preparation
• Human-reviewed workflows

E-commerce and Digital Publishing

Digital work connecting product and content information with AI-powered search, sourced content workflows and publishing automation.

• GEO / AI search visibility
• Product and content knowledge base
• Editor-reviewed publishing workflows

Selected Work

Design and software projects, with their scope, my contribution and current stage.

VORMETRA G1000 · Large-Format Granule 3D Printer(https://www.mehmeterendereli.com/en/projects/vormetra-g1000-large-format-3d-printer)


G1000 CAD model · Digital design and R&D

Design and R&D

AI-assisted system design for a large-format pellet-fed 3D printer. Approximately 1 m³ is a design target; the work is at the digital design and software development stage.

ELVUM · C++20 MMORPG Infrastructure(https://www.mehmeterendereli.com/en/projects/elvum-mmorpg-infrastructure)

Concept diagram · Server, client and persistence

Client · Server-authoritative state · PostgreSQL

Development paused

An AI-assisted software project exploring C++20 multiplayer infrastructure, including server authority, PostgreSQL persistence and a DirectX 11 client.

Asayiş Bey · News Automation Pipeline(https://www.mehmeterendereli.com/en/projects/asayis-bey-news-automation)

Concept diagram · News collection, processing and publishing

Sources · Summarize · Classify · Publication flow · ASAYİŞ BEY

Software project

An AI-assisted content pipeline that automates news aggregation, processing and publishing end to end.

VORMETRA

My work connecting manufacturing experience with AI-assisted system design and software for large-format pellet-fed 3D printing.


G1000 CAD model · Digital design and R&D

Digital Design and R&D

G1000 is in development as a pellet-fed (FGF) large-format industrial 3D printer; approximately 1 m³ build volume and approximately 5 kg/hour throughput are design targets.

VORMETRA Slice is an open-source project based on OrcaSlicer, with work on machine profiles and a programmatic control layer. Source and test records are linked in the open-source section; a digital slicing record does not establish a physical print test.

vormetra.com(https://vormetra.com) · Technical Blog(https://vormetra.com/blog)

Work Process

1. Clarify the need and production constraints
2. Define the technical scope and my contribution
3. Manufacturing or AI-assisted development
4. Review and test outputs, and record their limits

Practice and Development Areas

• Technical preparation and machining
• Mechanical assembly and refurbishment
• AI-assisted CAD and design review
• AI-assisted Python / C++ / TypeScript development
• Model, API and data integration
• Test scenarios and output verification

Latest Insights

Notes and technical writing from the field — machines, automation, software and AI.

Impact of Precision Temperature Control on Product Quality in Industrial Automation(https://www.mehmeterendereli.com/en/blog/impact-of-precision-temperature-control-on-product-quality)

Industrial Automation · 17 Oct 2026 · 5 min

Explore how precise temperature control using multi-zone PID loops, PLC integration, and advanced algorithms prevents defects and optimizes thermal stability.

Read article(https://www.mehmeterendereli.com/en/blog/impact-of-precision-temperature-control-on-product-quality)

Industrial Data Acquisition and Real-Time Line Monitoring Architecture(https://www.mehmeterendereli.com/en/blog/industrial-data-acquisition-real-time-monitoring)

Industrial Automation · 12 Oct 2026 · 5 min

Learn how structured PLC data acquisition, edge gateways, and real-time HMI/SCADA monitoring optimize downtime analysis, energy use, and plant performance.

Read article(https://www.mehmeterendereli.com/en/blog/industrial-data-acquisition-real-time-monitoring)

Best Practices for Effective HMI Design in Industrial Automation(https://www.mehmeterendereli.com/en/blog/best-practices-effective-hmi-design-industrial-automation)

Industrial Automation · 3 Oct 2026 · 5 min

Discover key engineering principles for designing industrial HMIs that improve situational awareness, streamline alarm handling, and minimize downtime.

Read article(https://www.mehmeterendereli.com/en/blog/best-practices-effective-hmi-design-industrial-automation)

Let’s talk about your machinery, refurbishment or digital product project.

Share your requirements and intended scope through the contact form.

Tell Me About Your Project(https://www.mehmeterendereli.com/en/contact)

Two open-source projects with source code and test records.

OPEN SOURCE / ENGINEERING EVIDENCE

Connecting slicing to other tools and making Windows maintenance inspectable: two problems, their implementations and recorded test runs.

Open the evidence showcase(https://www.mehmeterendereli.com/en/open-source)

VORMETRA Slice

01 / SLICING AND CONTROL

ACTIVE DEVELOPMENT

ORCASLICER · PYTHON · FGF

G1000 profiles and a Python control layer on OrcaSlicer connect slicing to local software and agent workflows. Model preflight, job locking and process failures are handled through the same interface.

• IMPLEMENTATION: G1000 profiles · HTTP API · MCP · Python
• FAILURE TESTS: Timeouts · corrupt locks · foreign Origin/Host rejection
• CI VERIFICATION: Windows + Ubuntu · Python 3.10 / 3.13 · 4 passing jobs

Repository(https://github.com/mehmeterendereli/vormetra-slice) · Control source(https://github.com/mehmeterendereli/vormetra-slice/blob/11966c9c10e42f397bf686eb8bfbe4415ea4f123/vera-control/vera_control/slicer_bridge.py) · Regression tests(https://github.com/mehmeterendereli/vormetra-slice/blob/main/vera-control/tests/test_slicer_bridge.py) · CI run(https://github.com/mehmeterendereli/vormetra-slice/actions/runs/33925041697)

OpenRelax PC Care

02 / FOCUSED UTILITY

V2.0 · SOURCE DISTRIBUTION

POWERSHELL · WINFORMS

A PowerShell/WinForms utility that makes Windows maintenance targets and changes inspectable. Cleanup categories, privilege checks and the read-only -SelfTest mode are defined separately.

• IMPLEMENTATION: Cleanup categories · privilege checks · background runspace
• WINDOWS CI: PowerShell parser + real read-only SelfTest passed
• SAFETY TESTS: Simulated service failure/restoration · unchanged settings/log

Repository(https://github.com/mehmeterendereli/openrelax) · Application source(https://github.com/mehmeterendereli/openrelax/blob/main/openrelax.ps1) · Safety contract(https://github.com/mehmeterendereli/openrelax/blob/main/README.md) · CI run(https://github.com/mehmeterendereli/openrelax/actions/runs/33884767200)

CI links point to specific runs. The open-source page explains test coverage, licenses and the boundaries of physical validation.

Sources

• Explore the Learning Site(https://egitim.mehmeterendereli.com/)
• Open the evidence showcase(https://www.mehmeterendereli.com/en/open-source)
• VORMETRA Slice: Repository(https://github.com/mehmeterendereli/vormetra-slice)
• VORMETRA Slice: Control source(https://github.com/mehmeterendereli/vormetra-slice/blob/11966c9c10e42f397bf686eb8bfbe4415ea4f123/vera-control/vera_control/slicer_bridge.py)
• VORMETRA Slice: Regression tests(https://github.com/mehmeterendereli/vormetra-slice/blob/main/vera-control/tests/test_slicer_bridge.py)
• VORMETRA Slice: CI run(https://github.com/mehmeterendereli/vormetra-slice/actions/runs/33925041697)
• OpenRelax PC Care: Repository(https://github.com/mehmeterendereli/openrelax)
• OpenRelax PC Care: Application source(https://github.com/mehmeterendereli/openrelax/blob/main/openrelax.ps1)
• OpenRelax PC Care: Safety contract(https://github.com/mehmeterendereli/openrelax/blob/main/README.md)
• OpenRelax PC Care: CI run(https://github.com/mehmeterendereli/openrelax/actions/runs/33884767200)