About
I’m a Data Scientist having experience in NLP, Computer Vision using Python. I also know RESTful API, Google Analytics and Web Development.
My skills include:
ALGORITHMS:
- ML Algorithms: SVM, Linear Regression, Logistic Regression, Naive Bayes Classifier, Random Forest, Decision Trees.
- Other Algorithms: Gradient Descent, AdaBoost, Principal Component Analysis (PCA), CNN, RNN, LSTMs, BiLSTM, Transformers.
- NLP Techniques: POS Tagging, NER, Text Embedding, Machine Translation, Conversational Bot, Seq2Seq Model, Entity Extraction, Sentiment Analysis. FuzzyWuzzy.
- Deep Learning Frameworks: TensorFlow, OpenCV, Flair, Pillow (Python Image Library), Keras, PyTorch, DialogFlow.
- Web Technologies: HTTP, RESTful API, Flask, JSON.
- Database: SQL, NoSQL.
MACHINE LEARNING LIBRARIES:
- Data Manipulation and Scientific: Pandas, Numpy, SciPy.
- Visualization Libraries: Matplotlib, Seaborn.
- Web Scraping Libraries: Selenium, BeautifulSoup, Requests.
STATISTICS:
- Distributions
- Describing and displaying data
- Hypothesis tests and confidence intervals
Others:
- MS-Suite
- GitHub
- Google Analytics
INTERESTS:
- To actively read about advancements in AI (Sources: Research Papers, Medium articles and other blogs.
- Photography
- Blogging