SUMMARY:

• A challenging position for development projects in the field of Big data infrastructure & ETL pipelines, Machine Learning ( Deep learning ), Natural Language Processing, Data Analytics which builds upon my 24 years of software development experience on Windows/Mac/Linux by using Python, C/C++, Scala, JAVA, Javascript, AJAX, JSON, SQL, NoSQL, Cloud ( Docker ), Big data, MapReduce, Hadoop, Spark, PySpark, Cassandra, MongoDB, Kafka, Zookeeper, splunk, Hive, HBase, Solr, AWS services etc.

SKILL:

• Big data infrastructure, Hadoop ecosystem ( Hadoop, Spark, MapReduce, Hive, Pig, Sqoop, Kafka, Cassandra etc ), ETL pipelines with streaming & messaging technologies
• Machine Learning, Deep Learning ( CNN, RNN, LSTM, Bidirectional - LSTM etc ), Pattern recognition, Image Processing with Pandas, Numpy, Scipy, Scikit-learn, Gensim, Matplotlib, TensorFlow, Theano, Torch etc
• Natural Language Processing, Computational linguistics, Machine Translation;
• C utting edge cloud ( Docker etc ) technology and computing, AWS services (Lambda, SES, SNS, Data pipeline etc ).
• Create automation tools & utilities to improve efficiency of work/tasks etc

PROFESSIONAL EXPERIENCE:

Confidential

Sr. Big data/Machine Learning Software Engineer

• Create, develop large scale distributed systems and ETL pipelines for data analytics, data processing and machine learning projects .
• Design and develop Machine Learning, deep learning ( CNN, RNN, LSTM, Bidirectional-LSTM, Deep RNN ) algorithms or applications .
• Solve analytical problems using quantitative approaches, machine learning methods.
• Create and support a data management workflow from data collection, storage, analysis to training and validation.

Sr. Big data/Machine Learning Software Engineer ( contractor )

• Create, develop large scale distributed systems and ETL pipelines for data analytics and processing .
• D evelop and maintain big data stack: Spark, Hadoop, Hive, Pig, HBase, Yarn, Oozie with streaming, messaging and monitoring technologies: Kafka, Splunk
• Use NLP, Machine Learning, Deep Learning ( CNN, RNN, LSTM, Bidirectional-LSTM, Deep RNN ) to write complex algorithms .
• Research reinforcement machine learning algorithms.
• Develop/deploy big data / Machine learning applications on cloud ( Docker etc ).
• C ollaborate with the software and analytics teams to design, develop and maintain algorithms and Big Data solutions .

Sr. Software Engineer

• Internationalization and Localization software development in Multilingual/Global marketing.
• D rive actionable data insights and solutions from some of the most interesting datasets.
• B uild and develop new methods of discovering relevant information across company.
• . Extract, create, and organize data for use in analytical and modeling purposes.
• Contribute to analysis, design and coding/implementation of tools and processes for an end - to-end automation framework.

Senior Software Engineer

• Provided internationalization solutions for various products.
• Developed algorithms and analytics for data discovery and characterization from big and noisy data.
• Developed sentiment a nalyzer for content to understand what the point of content is
• Designed and developed machine learning and statistics functions for different data filtering, classifying, clustering, and designed and built a knowledge graph to understand how topics are related to each other.
• Designed and built Machine Translation processes.

Senior Software Developer

• Developed text analytics solution for API, Library and text analytics software by using NLP statistical modeling and machine learning framework techniques.
• Developed natural language processing code specific to Chinese, Japanese and Korean.
• Worked with large sets of data to provide accurate, highly - scalable, and large-volume text/data analytics that can achieve human-level performance.

Sr. Software developer.

• Used NLP techniques to provide better search & classification functionalities over large data and solved language-related problems using machine leaning and statistical methods on vast quantities of data.
• Database tool & script developments in SQL and SQR for translators.
• Unicode Development for data migration/conversion that contains different language including Asian language data( double bytes, Kanji etc.).

Senior Software Engineer.

• Design, development and implementation of the GUI for multilingual application
• Localization development.

Senior Software Engineer

• Design, development and implementation of parsing and retrieval functions for the popular Japanese word processor "Ichitaro8" and compression/encryption
• Localization, Multilingual and Unicode Development with APIs, character sets, Far Eastern data processing, data formatting, Chinese / Japanese IME etc.

Software Engineer.

• Network programming and development of Client/Server application "Panasert New MMI system" for Panasonic Co.
• TCP/IP Network programming and development of Client/Server application for Confidential .
• Implemented image processing algorithms in software applications.

Lecturer / Programmer

• Teaching undergraduate level programming languages (Fortran and Basic) courses.
• Design, development, implementation of "Statistical Analysis Package System".