Welcome to my GitHub profile! I'm a Data & Product Analyst specializing in machine learning, predictive modeling, and full-stack development. My focus is on creating practical AI solutions that drive business value, particularly in banking, healthcare, and finance sectors.
- 💼 Data & Product Analyst with expertise in predictive modeling, CLV analysis, and machine learning applications
- 🎓 Pursuing an MBA in Artificial Intelligence at Azerbaijan State University of Economics
- 🛠️ Experienced in developing end-to-end ML solutions, from data processing to API deployment
- 📊 Specialized in financial modeling, customer analytics, and risk assessment
- Named Entity Recognition for Azerbaijani - Custom NER model for Azerbaijani language with FastAPI deployment and interactive demo
- Azerbaijani Language GPT Model - GPT implementation trained on Azerbaijani Wikipedia data for text generation
- CLV Prediction Model - Advanced Customer Lifetime Value prediction system using gradient boosting and FastAPI
- Budget Prediction - ML-powered budget analysis and forecasting
- Loan Eligibility Prediction - Automated loan assessment system
- Home Price Prediction - Real estate valuation model for Azerbaijan market
- Car Price Prediction - Vehicle price estimation using advanced ML algorithms
- Sales Forecasting - Time-series analysis for Adidas sales prediction
- Fraud Detection - Real-time fraud detection system with synthetic data generation
- Fake News Detection - NLP-based fake news classification system
- Languages: Python, SQL, JavaScript
- ML/DL: scikit-learn, TensorFlow, PyTorch, Hugging Face Transformers
- NLP: Named Entity Recognition, Language Modeling, Text Generation
- Web Development: FastAPI, React, Node.js
- Data Processing: pandas, NumPy, PySpark
- Visualization: Matplotlib, Seaborn, Plotly
- Cloud & DevOps: Render, Vercel, Git, Fly.io
- Custom NER models for Azerbaijani language
- GPT implementation for Azerbaijani text generation
- Multilingual model fine-tuning (mBERT, XLM-RoBERTa)
- Low-resource language computing and NLP
- Advancing deep learning applications in financial forecasting
- Exploring transformer models for time-series prediction
- Developing scalable ML systems for real-time analytics
- Contributing to open-source ML projects
- Building NLP tools for the Azerbaijani language
"In God we trust, all others must bring data." - W. Edwards Deming
Thanks for visiting my profile! Feel free to explore my repositories or reach out for collaboration opportunities.
Visit my website: ismat.pro