AI systems that see, measure, and decide.

AI/ML engineer. Retrieval pipelines and LLM agents that show their evidence; robotic inspection cells that measure to spec.

View work Download CV

The investigation agent: plan, retrieve, verify, then answer.

Selected work

Jaguar

Robotic quality control, from laser scan to digital twin

An automated inspection cell I led end to end at MND Robotics: multi-angle laser scans are reconstructed into dense 3D point clouds, registered into a digital twin, and measured against spec in about 40 seconds per part.

A* path planning drives the scanner around complex geometries, while a React and Flask dashboard gives operators live control, monitoring and integration with external QC equipment.

scan to report, per part: ~40s; scan to report, per part
digital twins of scanned parts: 3D; digital twins of scanned parts
autonomous scanner path planning: A*; autonomous scanner path planning

ROS 2
Open3D
OpenCV
Mech-Eye
Docker
Linux
React
Flask
Sentry

Open live demo

Laser sweep reconstructing a measured part.

Projects

AI Investigation Agent

Consolidated support and finance escalations into a Zendesk hub, cutting resolution time by 40%. Then layered an AI investigation agent on top: it plans, executes and evaluates, pulling evidence through hybrid dense/sparse retrieval and multi-LLM routing across 76 backend endpoints and 29 categories, and gates its own conclusions behind an evidence checklist so it cannot answer before it can show its work.

A case that cost the dev team two developer-days closed in minutes, for about $0.03 in model spend

Chroma
BM25
RRF
Ollama
OpenRouter
FastAPI

AGV Migration for TAI

Migrated an autonomous guided vehicle delivered to Turkish Aerospace Industries from ROS 1 to ROS 2, and kept its software healthy across multiple customer sites.

Modernized autonomy stack in production

ROS 1
ROS 2
Linux

AI Influencer Platform

Persona-driven content engine that ingests news via RSS and RAG, then drafts and schedules platform-specific posts for marketing teams.

Scheduled multi-platform content on autopilot

RAG
LLM personas
RSS

EEG Ocular Artifact Denoising

B.Sc. thesis: a U-Net deep learning pipeline that removes EOG artifacts from 19-channel EEG signals, clean enough for downstream analysis.

Deep learning for biomedical signal processing

U-Net
TensorFlow/Keras
SciPy

Experience

From robotics R&D and manufacturing systems to applied AI.

Nov 2025 - Aug 2026

AI/ML Engineer

Crypto Exchange, Tirana, Albania

Rebuilt the support and finance escalation workflow around a centralized Zendesk hub, cutting average resolution time by 40%.
Extended it with an AI investigation agent using hybrid retrieval and multi-LLM routing across 76 endpoints and 29 categories, cutting resolution time a further 80% and closing a case that had cost the dev team two developer-days in minutes, for about $0.03 in model spend.
Shipped an AI influencer platform generating scheduled, persona-driven content from RAG and RSS ingestion.

Chroma, BM25, RRF, Ollama, OpenRouter, Zendesk, Python, FastAPI

Aug 2024 - Nov 2025

R&D Engineer

MND Robotics, Antalya, Turkey

Led the end-to-end development of Jaguar, an automated quality-control system combining multi-angle laser scanning, point-cloud reconstruction and A* path planning into 3D digital twins in roughly 40 seconds per part.
Built the React-Flask operator dashboard for real-time control and monitoring, integrated with external QC equipment.
Migrated a Turkish Aerospace Industries AGV from ROS 1 to ROS 2 and supported deployments across customer sites.

ROS 2, Open3D, OpenCV, Mech-Eye, Docker, React, Flask, Sentry

Aug 2023 - Sep 2023

R&D Intern

IMECAR, Antalya, Turkey

Prototyped ROS 2-based software for an autonomous waste-collection robot.

ROS 2, Python

Jun 2023 - Aug 2023

Full Stack Developer Intern

DT Cloud, Antalya, Turkey

Built and deployed a full-stack ML classification pipeline: React frontend, Flask backend, a PostgreSQL data layer, and JWT-based authentication and session handling.

React, Flask, PostgreSQL, JWT

Skills

AI & Machine Learning

TensorFlow/Keras
PyTorch
LoRA
vLLM
U-Net

Retrieval & Agents

Hybrid retrieval
BM25
RRF
ChromaDB
RAG
Tool calling
Structured outputs

Robotics & 3D

ROS 2
Open3D
OpenCV
Point-cloud processing

Engineering

Python
FastAPI
Flask
React
Docker
Linux
PostgreSQL
Redis

Turkish: Native
English: Professional working proficiency