I am a dedicated and passionate Data Scientist with a focus on applying advanced statistical modeling, machine learning, and data-driven insights to transform complex data into actionable solutions. My expertise spans the entire data science lifecycle, from exploratory analysis to model development, followed by evaluation and visualization.
- Statistical Modeling & Machine Learning
- Data Visualization & Insights
- Predictive Analytics
- Time Series Forecasting
- Deep Learning & Natural Language Processing (NLP)
| 🚀 Category | 💻 Skills & Libraries |
|---|---|
| 🖥️ Programming | Python, SQL, NumPy, Pandas, SciPy, Matplotlib, Seaborn |
| 🤖 Machine Learning | Scikit-learn, XGBoost, LightGBM |
| 🧠 Deep Learning | TensorFlow, Keras, PyTorch, Hugging Face Transformers |
| 📊 Data Visualization | Matplotlib, Seaborn, Plotly |
| 🔡 Natural Language Processing | NLTK, SpaCy, TextBlob |
| 🖼️ Image Processing | OpenCV, Scikit-Image, Pillow, MediaPipe |
| 🧹 Data Cleaning & Wrangling | Pandas Profiling, Missingno, Pyjanitor |
| 📂 Big Data | PySpark, Dask, Hadoop |
| 📈 Time Series Analysis | Statsmodels |
| 🌐 Web Scraping | BeautifulSoup, Scrapy, Requests |
| 🤔 Explainable AI | ELI5, SHAP, LIME |
| ⚡ GPU Acceleration | CuPy, RAPIDS |
| 📐 Statistical Modeling | Statsmodels, Hypothesis Testing, Bayesian Analysis |