Systems Engineer Resume Irvine, California - Hire IT People

SUMMARY

Production - minded engineer with a demonstrated ability to deliver valuable insights via data analytics and advanced data-driven methods. Strong sense of logic with impeccable troubleshooting skills. Deep understanding of big data and machine learning that allows collaboration with data scientists and data engineers to build and deploy complex and reliable ML pipelines

TECHNICAL SKILLS

API Development (REST / GraphQL)
Data Modeling / Data Pipelines
Streaming Data (Kafka / Kinesis)
Python / PHP / JavaScript
Hadoop / Spark / Pig / Hive
Machine Learning (Pytorch / Tensorflow)
Composer / Airflow / Pentaho
Cloud Services (AWS, GCS)
ETL / ELT / SQL / NoSQL
CNN / NLP / Collaborative Filtering / Segmentation

PROFESSIONAL EXPERIENCE

Confidential

Data Engineer / Machine Learning Engineer

Responsibilities:

Member of the Advanced Analytics and Emerging Technologies Division (AAET) division
Researched and tested GCP services to replace on-prem MapR and Streambase based pipeline
Created a datalake using GCS and BigQuery to capture real-time well data for ML training
Created a hybrid, real-time ML pipeline (GCP to On-Prem)
Researched and created an ML model to detect drilling anomalies using image segmentation
Created RESTful APIs using Flask, Gunicorn, and Nginx to serve up models in Docker/Kubernetes
Built an ETL framework that tied real-time streaming data into a 3 rd party physics model for Torque and Drag calculations

Confidential

Data Engineer

Responsibilities:

Managed a team of developers to build and launch three ecommerce apps using agile methodologies
Prepared, planned, designed and created a BI solution to meet specific business needs for stakeholders
Created an ETL solution that was sourced from multiple disparate systems: Linux/MySQL, Windows/MSSQL, and Legacy POS systems
Created a reporting UI using Django that allowed users to aggregate data from multiple inventory sources and run statistics on them
Created mobile app data capturing using SQS, DynamoDB, and Lambda
Built out a datalake using Redshift and S3 to capture sales, inventory, and user data

Confidential

Chief Data Officer

Responsibilities:

Managed and deployed machine learning models and data pipelines
Gathered and cleaned data from various sources to build out traditional data cubes
Created an ETL solutions using Airflow, Spark, S3, Cassandra for BI
Used collaborative filtering with a deep neural net to create a course recommendation engine for an online education provider
Built a price predicter for an online retailer that scrapes websites and looks for trends in pricing
Moved on-prem Hadoop systems into the cloud using AWS services like EMR and Kafka

Confidential, Irvine, California

VP of Technology

Responsibilities:

Designed and developed an e-Learning platform from the ground up that supported over 100k students
Designed and coded an analytics system to analyze user behavior patterns and send custom marketing emails to promote specific sales promotions
Routinely met with company stakeholders to plan future products and services based on market trends
Put a team of talented developers from various parts of the world to build a new web initiative based on an API centric model - Zend Framework, MySQL, MongoDB as the back-end and Node, React, Redux on the front-end
Met with current clients to gather information that would guide updates and feature development
Planed and moved entire on-prem server stack to AWS using services like EC2, ELB, Route53, Aurora, Lamba

Confidential, Santa Ana, California

System Administrator

Responsibilities:

Consolidated customer support systems - moved away from windows to linux cutting costs and maintenance
Built software to manage customer service calls
Created a system management utility to listen in and view the screens of customer support during calls using all open source technologies including Asterisk, MySQL, Linux
Managed a team of IT personnel to support the infrastructure

Confidential, Houston, Texas

Director of IT

Responsibilities:

Maintained online infrastructure for training courses
Managed the development of 3D A&P training modules
Met with management to guide technology updates
Maintained a cluster of computers that was used for CAD

Confidential, Irvine, California

Director of IT

Responsibilities:

Developed online course infrastructure
Customized software based on Unix/Perl CGI
Managed marketing department to ensure ROI - print and online

Confidential, Irvine, California

Systems Engineer

Responsibilities:

Level 4 customer service support
Responsible for Mil Spec servers designed for US military submarines
Served as a Microsoft Hardware Compatibility Engineer, responsible to maintain hardware and software compatibility testing and compliance
Designed and developed a web-enabled support portal to streamline internal support services

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Systems Engineer Resume

Irvine, CaliforniA

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