Software Engineer Machine Learning

KEVIN THOMSON

Principal Software Engineer

832-***-**** ***.*******@*****.***

https://www.linkedin.com/in/kevthomson Spring, Texas EXPERIENCE

Principal Data Architect

Deepwatch

**/**** - **/**** Remote

Led the Machine Learning team in building model based prediction workflows for security orchestration from noisy data sources Rapidly developed proof of concept applications demonstrating AWS Bedrock Generative Al knowledge base and agent orchestration Built and maintained AWS Glue ETL pipelines to drive Al outcomes Developed a customer-facing Typescript React application with GraphQL interactions using AWS AppSync

Advocated for and implemented cross-functional team structures, scaling to multiple agile teams actively deploying features Planned and implemented architecture for React and ML projects, ensuring scalability and performance

Promoted data-driven culture across organizational structures Maintained AWS Glue infrastructure to perform ETL operations for multiple early-access customers.

Senior Software Engineer

Arundo Analytics

06/2017 - 02/2020 Houston, TX

Managed my team helping them succeed in their professional growth and well-being while working alongside them daily Collaborated with multiple agile teams managing model deployments that accepted input from streaming Kafka topics and pushed model outputs to multiple Kafka topics, ensuring scalable data processing Built responsive web applications using React and Redux Collaborated with Data Scientists to develop interfaces for configuring streaming data models deployed on our platform Implemented GraphQL to transform and combine data from API calls UI Developer II

Cpanel Hosting

10/2011 - 01/2017 Houston, TX

Modernised a form post-back application with AngularJS and CSS style transitions to refresh the user experience

Built applications with MVC architecture loading modules with RequireJS and optimizing page loads in the Perl controller layer Worked in an 8-person scrum team, improving processes to ensure sprint commitments were met.

Maintained and extended the product's Perl backend and APIs. Software Engineer II

NASA (Contract)

06/2008 - 10/2011 Houston, TX

Built REST Web Services deployable to the agency's Python Cloud. Researched and developed native HTML5 web applications. Created Geospatial Applications utilizing Objective-C and Java Utilized object-relational mapping systems to store data in SQL DB Extended functionality of existing legacy Coldfusion applications. Collaborated directly with Civil Servants on project requirements. Mentored peers in emerging technologies such as Node and Python. Managed the Google Search Appliance for Johnson Space Center and worked to improve crawling patterns.

SUMMARY

Innovative technology leader with over 15 years

of experience in architecting and implementing

advanced data solutions. Proven track record

of spearheading cutting-edge projects in cloud

computing, machine learning, and full-stack

development. Excels in developing proof-of-

concept applications that leverage the latest in

artificial intelligence and data processing

technologies. Skilled at leading cross-functional

teams, fostering a data-driven culture, and

aligning complex technical solutions with

business objectives. Consistently delivers

scalable, efficient systems that drive

operational improvements and create

significant value for organizations. Combines

deep technical expertise with strong

communication skills to bridge the gap

between technical possibilities and business

needs.

SKILLS

Javascript Python Typescript

Angular React NextJS

SQL NoSQL GraphQL

CDK Docker Kubernetes

Pulumi Terraform

AWS Amplify Athena

API Gateway AppSync Bedrock

CloudFront CloudFormation

DynamoDB EC2 ECS EKS

Glue IAM Identity Center

Lambda Neptune S3

Sagemaker Step Functions

Agile Leadership Mentoring

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