AI Consultant | AI Automation Specialist | AI-powered Solution Builder Engineering-minded AI consultant with a strong analytical background and digital mindset. Experienced in designing AI workflow automations, analyzing operational and strategic challenges, and translating requirements into scalable AI-powered solutions using no-code/low-code platforms and coding tools.
- 🤖 I build AI-powered solutions that translate complex requirements into measurable outcomes
- ⚡ I design AI workflow automations using no-code/low-code platforms (Make.com, n8n) and coding tools
- 🔬 I design end-to-end machine learning pipelines for predictive modelling and classification
- 💼 I create career tech tools combining AI, reflexion techniques and job search automation
- 🌍 Mentor at ReDI Digital Integration School — helping newcomers learn data science through real projects
- 🇩🇪 Based in Germany | Languages: English, German, Turkish
| Project | Description | Key Results | Tech |
|---|---|---|---|
| 💧 Pump It Up | Predict water pump operational status in Tanzania — multi-class classification for social impact | ~82% accuracy (LightGBM) | RF, XGBoost, LightGBM |
| 🏠 House Price Prediction | Kaggle competition — predict residential sale prices with 80+ features | 0.126 RMSLE (Kaggle LB) | LightGBM, GridSearchCV |
| 🚢 Titanic Survival | Binary survival classification with feature engineering (title, family, age×class) | 82.7% accuracy | Random Forest, GridSearchCV |
| 🩺 Diabetes Prediction | Predict diabetes onset with interpretable decision trees — healthcare focus | ~75% accuracy | CART, Scikit-learn |
| ⚾ Hitters Salary | Predict MLB player salaries from career statistics | RMSE 77.56 | LightGBM, RobustScaler |
| 🎬 Movie Recommender | Hybrid recommender: user-based + item-based collaborative filtering on MovieLens 20M | Top-10 hybrid recs | Pandas, Pearson CF |
| ⚡ Energy Analysis | Hourly energy consumption analysis with pattern detection and correlation | 4 analysis modules | Pandas, Matplotlib |
| Project | Description | Tech |
|---|---|---|
| 🛤️ JobPath | IFS-informed job search platform — Kanban board, emotional check-ins, gamification badges, AI job parsing via Gemini |     |
| 🧠 CareerPromptAI | AI Career Research Assistant — enter a career goal, get tailored ChatGPT prompts with sources, export as CSV/Markdown |   |
| ⚙️ Job Process Engine | Position analysis automation — batch profile-to-job matching, CV parsing, cover letter generation & fit scoring for all added positions via Gemini |  |
| 🧠 JobGenius | Parse job requirements & get AI career-coaching insights |   |
| 📝 Prompt Manager | AI prompt library with CRUD, categories, and multi-user auth |   |
| 🌦️ Weather Pipeline | Real-time weather data collection pipeline with CSV export |   |
| 🌐 Portfolio | Personal portfolio website — deployed via GitHub Pages |   |
AI Tools & Prompt Engineering
AI Automation & No-Code/Low-Code
Machine Learning & Data Science
Web & App Development
Tools & Platforms
- ⚡ Building AI workflow automations with no-code/low-code platforms (Make.com, n8n) and coding tools
- 🔄 Expanding the PumpPredictor ML pipeline (feature engineering + model evaluation)
- 🛤️ Building JobPath — IFS-informed job search platform with gamification & badges
- 🧠 Developing CareerPromptAI — AI career research assistant using Gemini
- 📚 Curating and expanding the prompt-lib AI resource library
"Engineering-minded, automation-driven, impact-focused."