✅ All of my projects are available at My Portfolio
- Pandas: Expert in data cleaning, manipulation, and preprocessing.
- NumPy: Proficient in numerical computations and array operations.
- Dplyr: Experienced in data manipulation and transformation in R.
- Matplotlib: Skilled in creating static, animated, and interactive visualizations in Python.
- Seaborn: Proficient in statistical data visualization based on Matplotlib.
- Plotly: Experienced in interactive visualizations and dashboards.
- ggplot2: Expert in data visualization in R.
- Scikit-learn: Proficient in implementing and tuning machine learning algorithms.
- TensorFlow: Experienced in building and training deep learning models.
- Keras: Skilled in high-level neural network API, running on top of TensorFlow.
- PyTorch: Knowledgeable in building deep learning models and custom neural networks.
- Convolutional Neural Networks (CNNs): Expertise in image classification and object detection.
- Recurrent Neural Networks (RNNs): Experienced in sequence modeling and time series prediction.
- Natural Language Processing (NLP): Skilled in text processing, sentiment analysis, and language models.
- Recommendation Systems: Skilled in recommendation systems, collaborative filtering, and content-based filtering.
- Descriptive Statistics: Proficient in summarizing and describing data.
- Inferential Statistics: Skilled in hypothesis testing, confidence intervals, and regression analysis.
- Probability: Skilled in probability, stochastic processes, Markov chains.
- Statistics
- Probability
- Calculus
- Linear Algebra
- Numerical Methods
- Statistical Processing for Signals
- Signals and Systems
- Cryptography
- Discrete Mathematics
- A/B Testing: Proficient in designing and analyzing A/B tests for experimental evaluation.
- Time Series Analysis: Skilled in analyzing and forecasting temporal data.
- Predictive Modelling: Skilled in creating linear models, multiple variable linear models, logistic regression.
- Web Development: Skilled in creating websites with HTML, CSS, and JS/React.
- Backend Development: Skilled in creating RESTful APIs with Django/Flask.
- Data Structures and Algorithms: Skilled in using data structures and creating efficient algorithms.
- Optimization: Experienced in mathematical optimization techniques for model tuning.
