[Snickerdoodle]

I figured I would create the first thread within the Artificial Intelligence section. AI has been growing rapidly and is being introduced to many different industries worldwide. I have been learning AI workflows, LLMs and agentic agents for the past 2 years consistently and I have used to it create some high impact systems for work.

Here are a couple of projects I have completed.

1. Data Analytics Dashboard using React.
This dashboard tracks over 100 million dollars in revenue and connects in with many different business systems and forecasts out revenue projections based on the General Ledger, 3 years of accumulated data, pending contract changes, and our CRM tool. It uses Azure SQL as a backend database that uses various different API connections to sync data nightly.

2. Deep Analysis on Azure Servers, and Ransomware Recovery
I had a client get hit with Ransomware, This specific client used Microsoft Azure to host servers, SonicWall Firewalls for corporate firewall. I have a agent that i trained to use Azure CLI to scan the VM's to identify in the system logs which credentials were utilized to encrypt the ransomware on the server. It successfully identified the exposed credential, then I used it to connect to the firewall. This specific client had outdated firmware on a firewall which was compromised through remote code execution to create an elevated credential on the firewall and gain a foothole on the network. Once I patched the systems and completed damage control I was able to restore to a backup prior to the incident and ensure that backup was not compromised.

I have a few other very nice use cases.

I primarily use Claude, and GPT. It really depends on what im working on. Right now the newest verstion of GPT 6 Astra is probably the best model out right now for cost, speed and capability.

That ransomware recovery use case is actually pretty interesting. Using an agent with Azure CLI to trace the compromised credentials and figure out how they got in is a really good example of AI going beyond just being a chatbot. The dashboard sounds crazy too, especially combining 3 years of data, GL, CRM and revenue forecasting.

I’ve been getting more into LLM architecture, RAG, MoE, tool calling and agentic AI lately. Definitely interested in seeing some of your other use cases.