Aria W.

Background

About Aria W.

Hi. I'm Aria, an aspiring developer, an enthusiastic data engineer, and an operational process efficiency promoter. I am also a reliable team player, a detail-oriented problem solver, and a lifelong learner. Skills Overview: • Solid Programming skills in Python, Java, JavaScript, HTML, and CSS, familiar with Linux shell. • Proficient in various open-source and Cloud-based Big Data Engineering techniques. • Hands-on experience with machine learning frameworks: scikit-learn and Pytorch. • Strong mathematical background including Statistics, Probabilities, and Operational Research. • A fast and precise learner with exceptional problem-solving skills even under pressure. • An excellent communicator with strong business sense and stakeholder management skills. General Technical Skills: • Programming Language: Python, JavaScript, Java, Node.js, HTML, CSS, R, • Database: SQL Server, Oracle SQL, MySQL, Access, MongoDB, Redis • Web Framework: React, Django, RESTful API • Web Clawer: Beautiful Soup, Selenium • Version Control: Git, GitHub Machine Learning expertise: • Prediction: Decision Tree, Random Forest, k-NN, Naïve Bayes, SVM • Clustering: k-means, GMM, DP-GMM • Deep Learning: MLP, CNN, RNN • Feature Engineering: PCA, Multidimensional Scaling, t-SNE, LDA • Framework: scikit-learn, PyTorch Hadoop/Spark Framework: • Data Storage: HDFS, HBase • SQL: Hive, Spark SQL • APIs: PySpark • Analytics Workbench: Jupyter Notebook