My Projects
A showcase of my work across various technologies
AllPythonAutomationpandasFFmpegGenerative AILLMsMatplotlibscikit-learnSHAPSQL+32 more
SmartSafe AI — Enterprise PPE Detection
A real-time industrial personal protective equipment detection system delivered as a SaaS platform, built on YOLO and OpenCV.
PythonYOLOOpenCVFFmpeg+4
- Built real-time PPE detection over live industrial camera streams using YOLO and OpenCV
- Designed a multi-tenant SaaS architecture with a SQL-backed detection event pipeline
Professional Swing Trading System
A modular algorithmic trading system combining multi-factor signals, XGBoost prediction, SHAP explainability and LLM-powered analytics.
PythonXGBoostSHAPEvent-Driven Architecture+3
- Designed a modular, event-driven architecture separating signals, prediction, risk and analytics
- Implemented XGBoost-based price movement prediction with multi-factor signal inputs
Insurance Automation System
An AI- and OCR-powered platform that automates document management in the insurance industry and integrates with enterprise systems via API.
PythonOCRArtificial IntelligenceREST API+2
- Automated insurance document management with an OCR and AI processing pipeline
- Processed and structured incoming document data in real time
TaskFlow Automation System
A task and workflow management system that streamlines complex operational pipelines with agent-driven automation.
Next.jsPythonSupabaseTypeScript+2
- Engineered an end-to-end task and workflow management system for operational pipelines
- Integrated scalable backend services with Supabase for data and authentication
YouTube Video Automation Pipeline
A fully automated, multi-step video production pipeline for cinematic historical channels, driven by LLM script generation.
PythonFFmpegLLMsGenerative AI+2
- Built a multi-step, fully autonomous video production pipeline
- Automated script generation with LLMs for cinematic historical content
Matematik Macerası — Android App
A published Android game that teaches mathematics to children through fun games, characters and daily tasks.
KotlinJavaAndroid StudioAndroid SDK
- Published a native Android application to the Google Play Store
- Designed child-friendly game mechanics around mathematics learning
BIST Stock Analysis and Alert System
A web-based Python application for fundamental and technical analysis of BIST stocks, with live price tracking and scheduled email alerts.
PythonStreamlityfinanceMySQL+2
- Combined fundamental and technical analysis in a single Streamlit interface
- Implemented live price tracking backed by a MySQL data layer
Stock Assistant with NLP
A stock analysis assistant that applies natural language processing to market data for recommendations and insights.
PythonyfinanceHugging Facescikit-learn+2
- Applied NLP techniques to stock data for recommendation generation
- Integrated Hugging Face transformer models into the analysis pipeline
Top Spotify Podcast Episodes Analysis
An analysis of Spotify's top podcast episodes using CatBoost regression with SHAP-based model interpretation.
PythonCatBoostSHAPpandas+3
- Modelled podcast performance with CatBoost regression
- Interpreted model behaviour with SHAP value analysis
Financial AI Assistant
An assistant that answers financial queries and provides market insights using machine learning techniques.
PythonTensorFlowNeuralIntentsmplfinance+2
- Built an intent-driven assistant for answering financial questions
- Visualised market data with mplfinance for decision support