Mehmet.

Projects

12 total

Products I’m Building

Independent products, with their current development status.

Professional Projects

Selected projects grouped by the company where I developed them.

innoscripta SE

  • A stack of creased paper invoices on a dark surface, crossed by a bright scanning light

    Document Intelligence Suite

    Three production parsers exceeding 90% field accuracy; since launch, the service has saved more than €60,000 in manual processing costs.

    2026LLMsRAGDocument AI
  • A dark field of blank message bubbles, a scattered few glowing warm and in focus

    Sales Comment Moderation

    A locally trained LLM that moderates comments on sales listings in-house, so customer text never leaves the building to get a label.

    2026LLMsFine-tuningContent Moderation
  • A studio microphone in a dark treated room, a band of warm waveform light streaking away from it

    Real-time TTS for cluster-meet

    R&D on a text-to-speech stack fast enough to speak inside a live meeting, where latency is the whole product.

    2026Speech SynthesisTTSReal-time Audio
  • A dark acoustic foam wall, cluttered and cold on one side, clean and warm on the other

    Noise Suppression for cluster-meet

    R&D on removing background noise from live meeting audio without eating the speech underneath it.

    2026Audio ProcessingSpeech EnhancementNoise Suppression
  • Blank cards scattered on a dark surface, a shaft of warm light picking out a diagonal of them

    Sales Lead Proposal System

    A lead qualification and proposal engine that predicts purchase intent with semantic similarity rating, instead of asking an LLM to score leads directly.

    2025LLMsEmbeddingsSemantic Similarity
  • Dark data-centre corridor with an open server rack, overlaid with a glowing network-graph motif

    Enterprise Knowledge Graph

    Agentic pipelines that turn scattered public data on European enterprises into a graph you can query.

    2024Agentic AIKnowledge GraphsNLP

ISSD Bilişim Elektronik A.Ş.

  • A monitoring camera mounted on a tunnel wall above wet carriageways at night

    Smart-Tunnel & Highway Incident Detection

    Deep-learning incident detection for tunnels and highways, including the FED4SAE Smart-Tunnel project with Intel and fortiss.

    2021Computer VisionOpenVINOEdge Compute
  • A level crossing at dusk in rain, barriers down and red warning lights lit, with a camera on a pole

    Rail Crossing Incident Detection

    Object detection at Serbian level crossings, flagging hazards in the danger zone while there's still time to act on them.

    2021Computer VisionObject DetectionSafety Systems
  • A shipping container passing through an industrial scanning gantry at a port at night

    3D Port Container Scanner

    Container scanning at an Istanbul port, with work on SICK LMS511-series sensors in 2019 and Intel RealSense in 2021.

    2021Computer VisionSICK LMS511Intel RealSense
  • A variable message sign gantry over a wet night highway, amber arrows lit on its matrix

    Variable Message Sign Systems

    Roadside signage for traffic guidance, designed, built and deployed across several Turkish cities. The failure mode is a sign nobody can read.

    2020Embedded SystemsTraffic SystemsITS