Ahmed Said Dursun / Computer Engineer

From a sensor reading to a decision someone can trust.

I build the software between physical systems and the people who use them—embedded firmware, intelligent data pipelines, and industrial interfaces that make complicated work clearer.

Explore the work Download CV

Based in Rome, Italy · Working across AI & embedded systems

01 — 04 From field to interface

Real inputs.
Useful outcomes.

My working range

Artificial intelligence Embedded systems Industrial software

01 / Selected work

See how the
system comes together.

Choose a project, then move through its key decisions. Each story follows a real build from the initial constraint to the working system.

Industrial control platform · 2026

01 / 03

ORABS Control Platform

A Windows control platform that brings remote I/O, field sensors, alarms, interlocks, batches, and glove testing into one operator workflow.

Follow the project

01 / Challenge

Many live signals. One operator.

Facility states, remote I/O, sensors, alarms, and glove tests needed to be visible and controllable in the same place. The challenge was keeping hardware communication dependable while the interface remained responsive.

Engineering focusUnify device state without blocking the operator interface.

Next: Architecture

Project pathway01 / 04

01Operational inputsRemote I/O, sensors & alarms

02Device & worker layersESP32, Modbus & PyQt5

03Offline 3D viewsQWebChannel & four viewpoints

04Traceable workflowReports, signatures & audit

System context, one stage at a time.

More projects

A broader view of the work.

Open any project for the short version. The complete technical record is in the CV.

04Automatic Number Plate RecognitionComputer vision · Edge

Built plate detection and CNN based OCR, compared performance across lighting conditions, and tested optimised models on Raspberry Pi and NVIDIA Jetson Nano.

Python · OpenCV · PyTorch · TensorFlow

05Reddit Interaction & Content AnalysisStreaming data

Collected historical and live r/Turkey posts and comments, derived graph ready reply edges, and built restartable PySpark streams into Parquet datasets.

PRAW · Kafka · PySpark · GraphFrames

06Cleanroom Monitoring & DWIN HMIEmbedded systems

Connected cleanroom monitoring devices, a PLC/SCADA endpoint, and an HMI through a shared Modbus register map with dual RS485 channels and FreeRTOS tasks.

ESP32-S3 · FreeRTOS · Modbus RTU · ESP-NOW

07Sterility Test Isolator HMIIndustrial software

Built operator screens for control, automatic sequences, decontamination, production, alarms, and diagnostics, with linked audit records and reviewable reports.

.NET 8 · C# · WPF · SQLite · QuestPDF

08Brake Test Analysis & ReportingEngineering data

Created a desktop workflow to clean test channels, calculate derived motion signals, compare runs, and export evidence in Excel, CSV, PDF, and PNG.

Python · PySide6 · pandas · PyQtGraph

09Hybrid Neural Search EngineInformation retrieval

Combined lexical ranking with bi encoder embeddings and evaluated the hybrid pipeline against BM25 and TF-IDF using NDCG@10.

PyTerrier · Sentence Transformers · BM25

See the full project record in my CV

02 / Experience

Built in real
working environments.

Research and development, industrial IoT, computer vision, and cybersecurity have each shaped how I approach a system.

2026Feb — Oct

R&D Software Engineer

LCC Technology · Ankara

Developed an industrial glove integrity test system across ESP32-S3 firmware, a Windows control application, and a DWIN HMI, with audit and electronic signature controls.

2025Sep — Oct

Computer Vision Intern

MimBytes · Ankara

Engineered a number plate recognition pipeline and evaluated its performance before deploying it to Raspberry Pi and NVIDIA Jetson Nano devices.

2025Aug — Sep

Cybersecurity Intern

HAVELSAN · Ankara

Worked on vulnerability assessment, malware analysis, threat intelligence, SIEM log review, and incident response exercises.

2024Jul — Sep

IoT Software Engineer

LCC Technology · Ankara

Connected ESP hardware to a multithreaded Windows test application for live sensor acquisition, visualisation, and encrypted PDF reporting.

03 / About

Curious about the whole system.

I'm a computer engineer drawn to the point where algorithms, devices, and human decisions meet. I enjoy tracing a problem from its raw input through the software architecture to an interface someone can actually use.

My current MSc studies at Sapienza University of Rome extend that work in artificial intelligence, data science, and advanced computer science.

Education01 — 03

2026 — current

MSc, Engineering in Computer Science and Artificial Intelligence

Sapienza University of Rome · Italy

2024 — 2025

Erasmus, Computer Engineering

University of Pavia · Italy

2022 — 2026

BSc, Computer Engineering

Selçuk University · Türkiye

Working toolkitSelected technologies

01 / Code

Python, C, C++, C#, Java, JavaScript, SQL

02 / Intelligence

PyTorch, TensorFlow, NLP, RAG, computer vision, PySpark

03 / Embedded

ESP32, FreeRTOS, Modbus RTU, ESP-NOW, UART, RFID

04 / Applications

PyQt, WPF, .NET, FastAPI, Node.js, SQLite, Docker

Languages

Turkish Native

English C1 understanding and speaking · B2 writing

04 / Contact

Let's make the complicated feel clear.

If you're building at the intersection of AI, embedded systems, or industrial software, I'd be glad to hear about it.

ahmeddursunofficial@gmail.com

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