Teaching Assistant Resume

SUMMARY:

2+ years of professional experience using Java, SQL, MySQL and teaching Database systems and Algorithms.
Strong knowledge of Data Structures, Algorithms, Machine Learning models and Object Oriented Programming.
Hands - on experience in utilizing BigData tools like Apache Spark for executing distributed ML workloads using Spark ML.

TECHNICAL SKILLS:

Python Libraries: Scikit-Learn, NumPy, Pandas, MatPlotLib, Jupyter, TensorFlow, Keras, PySpark, SciPy

Machine Learning Models: PCA, Isomap, K-Means, K-NN, Linear Regression, Decision Trees, Random Forests, SVM, AdaBoost, RNN, CNN, Q-Learning, Gaussian NB, MDP, SGD, Gradient Boosting, Reinforcement Learning.

Big Data Tools: Spark ML, Spark SQL, Spark MLLib, Hadoop, MapReduce

Programming Languages: Python, Java, Scala, Shell Scripting, R, C, C++

Databases: MySQL, PL/SQL (Oracle), SQL Server

Other technologies: Amazon Redshift, Amazon EMR, Amazon S3, Amazon Kinesis, REST, API, JSON, XML, parquet s Udacity - Machine Learning Engineer Nanodegree, EdX - Microsoft Professional Program in Data Science

WORK EXPERIENCE:

Confidential

Teaching Assistant

Responsibilities:

Provided academic support and instruction to students of two graduate level courses Database systems and Algorithms
Assisted head faculty member with classroom instruction material, exams, assignments and record keeping
Responsible for grading assignments, class participation, and exams.

Confidential

Software Engineer

Responsibilities:

Writing SQLs to gather information from different primary and secondary sources.
Creating and feeding base tables from various sources.
Performance tuning queries for optimal execution.
Adding new sources to feed reporting tools.

Technologies: Oracle 10g, SQL, PL/SQL, Java.

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