# 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]() · [Areas of Work]() · [Get in Touch]() · MED AI · Quick Assist ![A cylindrical mixer vessel on a steel supporting frame in the workshop]() 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]() ## 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 ![Machining a cylindrical part on a lathe]() 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 ![A flanged body assembly with welded stiffeners]() 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]() ![Digital CAD assembly of the G1000 frame and subsystems]() 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]() 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]() 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. ![Digital CAD assembly of the G1000 frame and subsystems]() 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]() · [Technical 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]() 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]() ### [Industrial Data Acquisition and Real-Time Line Monitoring Architecture]() 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]() ### [Best Practices for Effective HMI Design in 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]() ## 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]() ## 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]() ### 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]() · [Control source]() · [Regression tests]() · [CI run]() ### 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]() · [Application source]() · [Safety contract]() · [CI run]() 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)