🎯 Data Scientist with extensive expertise across the data stack:
📊 Database Management | 🏗️ Data Engineering | 📈 Data Analysis | 🤖 Data Science | 🧠 Machine Learning
💼 With 4+ years of experience designing end-to-end solutions, I specialize in CRM and loyalty programs, combining automation, customer segmentation, and business intelligence to deliver measurable results.
🧩 I thrive on solving real-world problems using data: improving retention, increasing ROAS, automating processes, predicting customer behavior, and detecting anomalies in complex systems.
- 🔮 Predictive Modeling & Time Series Forecasting
- 🧪 A/B Testing, Experiment Design & Statistical Modeling
- 🤖 Supervised & Unsupervised ML | Deep Learning with Neural Networks
- ⚙️ ML & ETL Pipeline Automation | Custom GUI Tools for Analysis
- 🧭 Customer Segmentation | ROI Optimization | Business Case Modeling
- 🔍 Anomaly & Volatility Detection in Financial/Behavioral Data
- 📈 Dashboards & KPIs for Stakeholders
- 🧑🏫 Team Training | Strategy & Client-Facing Communication
Languages & Frameworks:
Python (Pandas, NumPy, SciPy, Matplotlib, Seaborn, Statsmodels, Scikit-Learn, TensorFlow, Keras, OpenCV, Streamlit, Darts)
Data Viz & BI:
ML & AI:
BERT | NLP | RFM | Propensity Scoring | CLTV | Forecasting | Anomaly Detection
Automation & Dev:
ETL Automation | API Integrations | GUI Interfaces | SQL Server | SSIS
Git | Jupyter | VS Code | CI/CD Basics | Agile/Scrum
| Project | Description | Tools |
|---|---|---|
| Sentiment Classifier for WhatsApp | NLP model for classifying customer replies (spam, interested, rude, etc.) | BERT, Python, Sklearn |
| GUI - Control Automated Program for Analysis | A user-friendly GUI tool for automating data analysis and control tasks | Python, Tkinter, Pandas |
| Python - ML Models | Collection of various machine learning models for predictive analytics | Python, Scikit-Learn, Pandas, NumPy |
| Python - PySpark | Data processing and analysis with PySpark for large-scale datasets | Python, PySpark, Hadoop |
| Python - TensorFlow | Deep learning models built with TensorFlow for classification and regression tasks | Python, TensorFlow, Keras |
💡 I’m continuously updating these and adding new ones!
“Data is not just numbers, it's insight waiting to happen.”
— Let's make it happen together.