Image showing a cartoonish image about using a Prometheus + CrewAI

AI-Enhanced Monitoring with Grafana

AI-Enhanced Monitoring with Grafana and CrewAI Monitoring systems have come a long way in helping teams keep an eye on infrastructure. Tools like Prometheus, Grafana, and Alertmanager are great at collecting metrics, showing dashboards, and sending notifications when something crosses a threshold. But alerts often stop at something is wrong. They do not always explain why it happened, what changed recently, or what the next step should be. To explore that gap, I built a small proof of concept that connects Prometheus, Alertmanager, Grafana, and CrewAI. The idea was not to replace the monitoring stack, but to add an AI layer that can interpret alerts, add context, and produce a more useful incident summary. ...

October 4, 2025 · Tarek Mustafa
Image showing a cartoonish image about a Resume Checker Chrome extension

Resume Checker

Resume Checker - Chrome Extension In today’s job market, it is difficult to know whether your resume really matches a specific job description. I built a Chrome extension to make that comparison faster and more practical. The tool gives job seekers immediate feedback by comparing their resume against a job description, highlighting matching keywords, missing keywords, and concrete improvement areas. What I Built The Resume Checker lets users analyze a job description directly from the browser. They paste their resume text, run the check, and get feedback without leaving the page they are viewing. ...

September 29, 2025 · Tarek Mustafa
Image showing a cartoonish image about using a secure local RAG

Privacy-First Local RAG

Building a Privacy-First Local RAG Organizations often face two competing needs: they want AI to help people find information faster, but they also need sensitive data to stay inside a controlled environment. Traditional search can return raw documents without enough context, while cloud AI tools may not be suitable for private internal files. With this project, I built a local Retrieval-Augmented Generation (RAG) chat application. It combines a local data retrieval pipeline with local LLMs served through Ollama. ...

September 28, 2025 · Tarek Mustafa