Intelligent, Scalable, & Automated Software Solutions

Expertise

AI & Agentic Automation

  • - Integrating LLMs into business applications
  • - Balancing security and cost tradeoffs of cloud vs local
  • - Autonomous, multi-agent AI workflows for complex problem-solving
  • - Accelerating development and automating repetitive technical tasks

Machine Learning

  • - Multi-model ensembles and quorum based output
  • - Fine-tuning model architectures and incorporating custom loss functions
  • - Data pipelines capable of processing billions of rows
  • - MLOps workflows to continuously rebuild, evaluate, and deploy models to production

Data Pipelines

  • - Unifying legacy ERPs with modern systems via secure APIs, async workflows, and event-based processing
  • - Mastery of Relational (MSSQL, Postgres, MySQL) and NoSQL (DynamoDB, MongoDB) environments
  • - Orchestrating high-throughput data streams and automated ETL jobs via AWS Glue & PySpark

Cloud

  • - AWS - EC2, RDS, Lambda, Step Functions, Glue, DynamoDB, CodeDeploy, IAM, ...
  • - Azure DevOps - CI/CD pipelines
  • - Docker based deloyment / delivery
  • - Monitoring, alerting, auto recovery

Backend Development

  • - Experienced in Python, C# / .NET, Java, JavaScript, PHP, Perl,
  • - Comfortable on Mac, Windows and Linux environments
  • - API Integrations (REST, SOAP, OAuth)
  • - Test coverage, business logic, transactionality, authorization and authentication

Front End Development

  • - Modern JavaScript ecosystems (React, Angular, webpack)
  • - JQuery, CSS / SASS
  • - Responsive design
  • - Optimized page load times

End-to-end software architecture, intelligent system development, and resilient infrastructure management.

Recent project scope:

  • Architecting end-to-end machine learning pipelines, from large-scale data processing to MLOps deployment.
  • Building scalable SaaS platforms and engineering backend systems that are robust and fault tolerant.
  • Integrating distributed platforms across APIs, message queues, and cloud architectures.
  • Modernizing legacy repositories and building dynamic CI/CD workflows for seamless, automated delivery.
  • Keeping systems patched, secure, and running smoothly.
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About

Laurence Gellert

The owner of Launch Gate, Laurence Gellert, brings over 25 years of professional software engineering experience to your project. Laurence's foundational expertise spans a wide variety of programming languages, frameworks, and architectures. His latest work focuses heavily on intelligent systems, AWS cloud and machine learning infrastructure. This includes architecting and deploying deep learning models with TensorFlow, modernizing legacy deployments with dynamic CI/CD pipelines, and integrating cutting-edge agentic coding workflows.

For more information, check out his blog where he has published over 100 articles and shares his insights on software development at laurencegellert.com.

With Launch Gate, you get an architect-level lead developer and access to a team of developers, designers, UI/UX experts, and project managers.

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