Graduation assignment: AI-enabled anomaly detection in production systems

Key Skills

Aartificial intelligence, ChatGPT, Design, Infrastructure as code, IT, Machine learning techniques

Job Description

Use ChatGPT or another language model to formulate alerts smartly so that our platform engineers can more quickly identify and resolve the root cause of problems in complex distributed systems. That is the challenge in this assignment. Then prove in your proof of concept that we can improve our monitoring with the help of AI.

Required interest(s)

• Machine Learning
• Infrastructure
• AI

What do you get

• A challenging graduation assignment
• Graduation allowance: €1000 gross or €500 gross + lease car or €600 gross + living space
• Professional guidance
• Trainings aimed at your graduation trajectory
• Sparring with other graduates and colleagues
• Two vacation days per month

What you're going to do

• 35% Graduation research
• 40% Analyze, design, realize
• 25% Documentation

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We are deploying more and more complex distributed systems. The complexity makes it more challenging to set up the right monitoring rules so that we receive the right alerts in time, for example in the event of burglary attempts and system failures. In addition, we also notice that when an alert is generated, we have to look for the correct information to solve the problem. It would be very useful for our platform engineers if they spent less time setting up the alerts properly and the alerts were more actionable.

We would like to use machine learning to detect special behavior such as malfunctions and burglary attempts. We then want to use ChatGPT or another language model to generate an actionable alert.

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The assignment

Investigate how we can use ChatGPT to formulate alerts smartly so that our employees can identify and solve the root cause more quickly. Then investigate which models we can use to detect anomalies in the logging of our systems, such as burglary attempts or system failures. 

Then build a proof of concept to demonstrate that we can improve our monitoring with the help of AI.

What does Info Support offer you during your graduation period?

Naturally, we offer you an excellent package of graduation conditions with various options. Think about:

• Laptop, all necessary tools and development environments to successfully complete your assignment
• A graduation allowance where you can choose from:
• €1000 gross per month
• €500 gross per month + lease car with fuel card
• €600 gross per month + living space in Veenendaal
• During your graduation internship you will be included in one of our business units. This way you immediately get a good idea of ​​the developments within our projects.

In addition, Info Support offers you:

• A challenging graduation assignment at a solid, growing and financially healthy company
• Professional and experienced guidance, hybrid working
• A graduation program including training, knowledge evenings, project visits, activities and team, unit and company outings
• Experimenting with new products and releases that are in the pre-release phase
• Sparring with other graduating students and collegial and passionate IT colleagues
• View of the IT Top Traineeship with permanent employment!

Over Info Support

Info Support is a specialist in custom software, data/AI solutions, management and training and active in the Finance, Industry, Agriculture, Food & Retail, Mobility & Public and Healthcare sectors. We offer solid and innovative solutions for complex and business-critical software issues. Our head offices are located in Veenendaal (NL) and Mechelen (BE). Info Support currently employs approximately 500 employees.