Projects

A requirements-traceability agent on Neo4j Aura that answers what breaks if a requirement changes and shows the Cypher behind every answer.

Neo4j Aura · Cypher · Next.js 14 · TypeScript · Supabase · Vercel · Python

Serves a base LLM alone or with one of several domain-adapted LoRA adapters, chosen per request, from the command line and over HTTP.

Python · PEFT · Hugging Face · Qwen · pytest

Two live Copilot Studio chatbots for an international accessibility organization, with accessible chat pages, a search pipeline and an evaluation set.

Copilot Studio · Power Automate · Dataverse · Azure AI Search · Python · HTML · axe-core

An editorial workspace on Microsoft Dataverse that takes factsheets from first draft to publication, with AI help, checked status changes and an outside review.

Dataverse · Power Platform · Power Pages · Python · C#

A read-only MCP server that gives Claude Code, Cursor and Open WebUI 13 tools over JIRA: issues, change requests, worklogs, sprints, users and projects.

Python · MCP · JIRA REST API · Docker · pytest

Questions, impact analysis and code generation over an IBM DOORS requirements database, running on one GPU with no network connection.

DXL · Neo4j · ChromaDB · BM25 · Qwen3.5-27B · vLLM · Python

Web apps that turn departmental survey data from a television production company into digital-transformation reports, written with Gemini.

Next.js · TypeScript · Gemini · Supabase · Vercel

A VoltAgent assistant that answers questions about an Asana workspace: daily status, weekly plans, team workload and how often due dates slipped.

VoltAgent · TypeScript · Zod · Claude 3.5 Sonnet · GPT-4o · LibSQL

A multi-agent travel planner on AutoGen and Streamlit: five agents choose a destination, plan each day, estimate the budget and write the report.

AutoGen · Streamlit · OpenAI · Tavily · Docker

A production RAG chatbot for families in Italy living with autism, built for Fondazione Paideia.

Neo4j · pgvector · Cohere Rerank · GPT-4.1 · Azure Container Apps · GitHub Actions

A Streamlit app for asking questions across several PDF files, answered by an OpenAI model from their text.

Python · Streamlit · OpenAI

Research and a local demo on assessing building damage after disasters from aerial images, with small vision-language models and a DINOv2 probe.

Ollama · Qwen3-VL · Gemma 3 · DINOv2 · FastAPI · scikit-learn · Python

A LoRA adapter for gpt-oss-20b trained on public doctrine documents through the Tinker API, preferred over the base model in 82.6% of judged answers.

gpt-oss-20b · Tinker API · PEFT · GPT-5.4 · Hugging Face Spaces · Python

A 25-chapter course in Turkish on serving LLMs with vLLM, SGLang, llama.cpp and Ollama, with lab scripts for benchmarking the engines.

vLLM · SGLang · llama.cpp · Ollama · Python · Bash

A controlled comparison of five RAG pipelines for multi-hop requirements traceability, across 13,456 runs and four robustness axes.

Python · LangGraph · ChromaDB · Azure OpenAI · LaTeX

A two-stage pipeline that adapts Wan2.1 I2V-14B with LoRA on a few short clips and generates 720p scenes in the look of a historical drama.

Wan2.1 I2V-14B · LoRA · PyTorch · FSDP

A voice assistant that turns spoken Turkish or English commands into actions for an operator console, running offline on a Jetson Orin.

Whisper · Qwen3-4B · Ollama · Piper TTS · Python · Jetson Orin

The framework that runs AI modules on an autonomous vehicle's onboard computer: messaging, timing, health checks, a safety gate and recording.

Python · UDP · Pydantic · uv · pytest · mypy · ruff

A minimal CNN inference framework in C++ for LeNet-5 on MNIST, with two optimized branches: im2col and GEMM for 2.4 times the speed, int8 weights for a quarter of the size.

C++ · Make

A custom Gymnasium grid world and a tabular Q-learning agent that finds the best route in 17 steps, plus a DQN for a continuous maze.

Python · Gymnasium · NumPy · PyTorch · Pygame · Matplotlib

An Arduino data-acquisition setup with an MPU6050 IMU and an HX711 load cell that records a platform's acceleration at the moment of impact.

Arduino · C++ · MPU6050 · HX711

A guide in Turkish to lidar-based autonomous driving in a ROS simulation with TurtleBot3, on Ubuntu 20.04 and ROS Noetic.

ROS Noetic · TurtleBot3 · Python

A hands-on Kalman filter for robots, built from its five matrices and run in animated 1D and 2D simulations, including a red-light prediction.

Python · NumPy · Matplotlib

A pool-safety detector that tells adults from children with a custom YOLOv8m model, tracks each person and warns when a child is alone.

Ultralytics YOLOv8 · ByteTrack · PyTorch · OpenCV · TensorRT

License-plate recognition from detection to privacy-aware storage, packaged on PyPI and served over a FastAPI HTTP and WebSocket API.

Python · fast-alpr · fast-plate-ocr · ONNX Runtime · FastAPI · SQLModel · uv

A fire detector trained with YOLOR, the network that learns implicit and explicit knowledge together.

YOLOR · PyTorch

End-to-end OCR for the kanban cards used on production lines: CRAFT finds the text and EasyOCR reads it.

Python · CRAFT · EasyOCR

A benchmark that runs Tesseract, EasyOCR, RapidOCR, PaddleOCR and keras-ocr on the same images and reports what each read, how fast and how confidently.

Python · Tesseract · EasyOCR · RapidOCR · PaddleOCR · keras-ocr · pytest

Inspection pipelines with YOLO and PyTorch at Bosch that cut destructive testing from nine tests a day to three.

YOLO · PyTorch · OpenCV · Cognex · XGBoost

A workbench for preparing, exploring and analyzing large datasets entirely offline, with a guided root-cause analysis on top.

Python · FastAPI · DuckDB · PyArrow · React · Graphic Walker · Perspective · Playwright

An end-to-end data pipeline on Azure and Databricks: ingestion with Data Factory, bronze, silver and gold layers in Delta Lake, and Unity Catalog for governance.

Azure Data Factory · Databricks · Delta Lake · PySpark · Unity Catalog

A daily n8n workflow that scores Google News items about 20 manufacturing companies for intent signals and upserts the hits into Supabase.

n8n · Supabase · Google News RSS

A dashboard that tracks every episode, scene and shot of a series in production, with progress over time and the workload of each artist.

Python · FastAPI · Next.js · TypeScript · Google Drive API

A product recommender built from association rules mined with the Apriori algorithm and ranked by lift.

Python · pandas

Customer lifetime value prediction with the BG/NBD and Gamma-Gamma models.

Python · pandas

Customer segmentation with RFM scores on the Online Retail II dataset, as a basis for targeted marketing strategies.

Python · pandas

Seven UiPath robots, from data capture and an automation challenge to real-estate web scraping and PDF data extraction.

UiPath

Exploratory analysis of drinking-water quality data and potability prediction with a decision tree and a tuned random forest.

Python · pandas · scikit-learn