Data Engineer

Seyoung Oh

Los Angeles, CA

213-***-****

********@*****.*** linkedin.com/in/seyoungoh github.com/armyohse SUMMARY OF QUALIFICATIONS

Data Scientist/Machine Learning Engineer offering a demonstrated ability to deliver valuable insights via big data, machine learning, deep learning, statistics, and business analytics. Resolved complex business problems using statistical models, data analysts, and automation system. Provided technical leadership in a team that designed and developed analysis systems to extract meaning from large scale data. Areas of expertise:

• Machine Learning Algorithms • Data Engineering (Spark, Hadoop, SQL)

• Deep Learning (Keras, Tensorflow) • Natural Language Processing

• Business Intelligence (BI) • Python, AWS, Google Cloud EDUCATION

Master of Science, Data Science, University of New Haven, San Francisco, CA (2017) Bachelor of Science, Accounting, University of Phoenix, Gardena, CA (2015) PROFESSIONAL EXPERIENCE

Data Scientist Contractor Oct 2017 – Present

Silicon Valley Bank, San Francisco, CA

• Build a text classifier to classify new companies into an existing Industry Code with Keras.

• Orchestrated IBM Discovery Rest API web service for logging in and database communication. Data Scientist Intern Aug 2017 – Oct 2017

Ubisoft, San Francisco, CA

• Successfully implemented a collaborative filtering recommender system for Rocksmith.

• Designed the real-time analytics and ingestion platform using Kafka.

• Hands on experience with multiple NOSQL databases including HBase and Cassandra. Business Intelligence Analyst May 2016 – Jan 2017

Hyundai Glovis America, Irvine, CA

• Directed employment of data analytic systems; maintained 100% accountability and serviceability of all assigned architecture more than $200K.

• Engaged multiple clients to gather SAP software requirement/business rules and ensure alignments with development teams.

• Used models and dashboards to solve business problems related to Hyundai/Kia Auto manufacturing plants data pipeline and communicated solutions to executive stakeholders. Data Analyst SQL May 2013 – May 2016

KW International, Carson, CA

• Increased business unit’s profitability by 6% over 3 years period, maximized post acquisition synergies, efficiencies, and eliminated redundancies.

• Developed and executed a post-acquisition optimization plan, which allowed the company to achieve projections and renewed two key client's contracts worth $20M.

• Created revenue, cost accruals, and settlement reports for all the transactions related to operation. Paralegal Specialist Jun 2009 – May 2013

United States Army, Fort Carson, CO

• Implemented an automated database for processing criminal law actions: resulted in increased office efficiency by 25%.

• Supervised and trained experienced and inexperienced paralegals and student.

• Awarded the Army Commendation Medal for outstanding work performance/team key player/senior leadership.

PROJECTS

“MOVIE CHATBOT - NLP Seq2Seq Tensorflow” https://github.com/armyohse/movie_chatbot

“PAINTER BY NUMBERS - CNN Image recognition” https://github.com/armyohse/DL-Paint

“VIDEO GAME SALE HISTORY - Business analysis” https://github.com/armyohse/Video-game-sale-history

“REDDIT ANALYSIS - Real-time Apache Spark Big-data model” https://github.com/armyohse/reddit_test

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