Newsletter Mission Automate - Summer Collection 2025

We hope you are doing well. Our company's recent highlights include continued growth and innovation as we enjoy the refreshing energy of summer.

Here's a streamlined tech update from us:

1. Performed deep-dive analysis of MySQL database failures on AWS EC2, monitored system behavior during peak times, and identified taxing queries for optimization.

   • Tech stack: MySQL, AWS EC2

   • Benefit for the client: Identified critical database issues and optimized resource-intensive queries to improve system stability.
     

2. Prepared comprehensive course materials for two AI lessons covering machine learning, ethics, platforms, automation, data insights, and Microsoft Copilot.

   • Tech stack: Microsoft Copilot, OpenAI, other AI platforms

   • Benefit for the client: Delivered engaging virtual training with real-world applications tailored to diverse global audiences of varying expertise levels.
     

3. Consulted clients on various AI/ML tools and algorithms:

   1. Troubleshooted AWS SageMaker Studio lifecycle configuration, identifying EFS directory auto-mounting issues and providing guidance on script modifications for proper system integration.

   2. Advised a client on implementation strategies for generating 3D images and videos using AI, focusing on novel development approaches and establishing a sustainable long-term development timeline.

   3. Advised an insurance industry IT leadership team on Azure AI Vision implementation strategies, discussing system architecture refinements and approaches for feature deployment to mobile devices.

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Top AI tools we’ve loved recently

1. The new GPT-4.1 model from OpenAI. It has a huge context window and provides complete and insightful responses even to complex questions!

2. Lovable.dev delivers blazing-fast, beautifully designed websites with AI-powered functionality that adapts to user needs. Start with a prompt and get a website.

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