Very passionate and well experienced in data science and data analyses with an innate ability to simplify complex topics
Strong ability to work well as a leader and team member with an exceptional work ethic.
High level of accuracy and attention to detail and open-minded to work in complex environments and projects and has fast learning ability.
Machine learning architect and software developer and programmer
Working knowledge on AWS cloud environment for machine learning solution (EC2, EKS, Sagemaker, EMR), and Google Colab
Extensive working knowledge of big data and applied AI, machine learning, and statistical regression models (e.g., Supervised and Unsupervised Classification, Clustering Algorithm, Optimization, Neural Networks, Deep Learning, CNN, RNN, Regression, Naïve Bays, Prediction Models), Natural Language Processing
Working knowledge of Econometric Models, Decision Choice Analysis, User Behavioral Models, Stochastic Analysis, and Risk Analysis
Working knowledge of database, Snowflake, SQL, MySQL, AWS Aurora, relational and non-relational database
Proficiency in GIS geoprocessing and spatial data analysis
Proficiency in image processing and remote sensing
Proficiency in stochastic and risk analysis and prediction models
Working knowledge of big data mining, statistical, spatial and network analysis, and quantitative analysis techniques
Understand and practice Agile and Safe software development, Sprint, Kanban, Scrum, Program Increment
Developer and designer of smart cities and transportation cyber-physical systems
Computer Skills:
Programming Language
Python: Spark MLLib, Pandas, Scikit-Learn, Scipy, Numpy, Tensorflow, Keras
Big data processing: Databricks, PySpark, Familiar with Hadoop environment
Infrastructure: AWS SageMaker, EMR, EC2, S3
Familiar with Sqoop, Hive, Pig, Hbase, MapReduce
Working knowledge with ETL, Snowflake, and FME
OOP: working experience with C# and Python
Arc GIS Geoprocessing using Python, Matlab
Web and server programming: PHP, JavaScript, HTML, CSS
Drawing and designing: Photoshop, Fireworks, AutoCAD