Newsletter Mission Automate - Autumn Collection 2024

As usual, we're thrilled to bring you the most recent updates in technology!

Some highlights from our company:

1. Developed Career Adapt - an AI assistant designed to help you seamlessly transition to your next career!

   1. Tech stack: Gemini API

   2. Benefit for the client: Smart career matching, Tailored learning paths, LinkedIn Jobs integration

   3. We're hoping you'll vote for our project in the Gemini competition! Your support would mean a lot to us. You can check out the demo and vote here: https://ai.google.dev/competition/projects/careeradapt 🤝
      

2. Started a collaboration with Quorum1. We'll work together to create smart AI solutions that fit your business needs. Learn more here: https://quorum.one/q1ai
   

3. Launched Game Ally, an AI tool we developed to help gamers get up to date about all things gaming. You can check it for yourself here: https://gameally.missionautomate.com/

   1. Tech stack: Python, Streamlit, PostgreSQL, ChatGPT,, Stripe payment

   2. Benefit for the client: Game Ally proved to be more accurate when compared to Gemini in the gaming world questions. Check out our LinkedIn post for details.
      

4. Trained a graph neural network (GNN) to predict routes in a theoretical network, using a custom training script.

   1. Tech stack: Python, PyTorch, Vertex AI, GNN

   2. Benefit for the client: Enabled the client to use this architecture to develop his product.
      

5. Refined AI model to determine the quality of an audio file.

   1. Tech stack: Python, PyTorch, Flask

   2. Benefit for the client: Client had an improved AI model for assessing audio file quality.
      

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

   1. Helped a client implement an AI tool that provides recommendations based on users’ answers to a quiz.

   2. Assisted the client with configuring their Azure AI knowledge base indexing.

   3. Supported the client with exploratory data analysis for a price prediction model with a complex data set.

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Latest AI tools we loved:

1. Claude has been our go-to LLM because of its outstanding contextual understanding and accuracy. We especially love the artifacts feature, which allows users to create embedded documents—artifacts—from Claude’s responses. This makes navigating a complex conversation much easier.
   

2. Gamma helps us create eye-catching visuals that boost our marketing and sales. It saves us time and stretches our creativity horizons.

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Are there any AI and software projects we can assist you with?