I write the unglamorous infrastructure that makes a company faster, and the LLM systems that make it smarter.
I'm Mousa Aricat, a Data Science & AI graduate and an Automation Engineer at ZenHR.
I just like building things. Some days that's an AI model, some days it's an automation workflow, and some days it's a whole product from nothing. The thread is always the same: take an idea and turn it into something people actually reach for.
My work has spanned computer vision systems, RAG apps, and machine learning models, alongside full-stack platforms, robotics, and the quiet automation tools that keep everything running behind the scenes.
Jumping between those worlds taught me that the best problems rarely sit in one box, they ask for a bit of engineering, a bit of creativity, and a lot of stubbornness. Whether I'm shipping something new, going head-down in a competition, or poking at a technology I've never touched, I'm really just chasing the next thing worth building.
There will be no evidence that you tried if you don't make it.
The foundation.
Four years on the math and code that sits underneath modern AI - not the buzzwords, the linear algebra.
The road so far.
From a first line of Python to leading the AI and automation work at ZenHR: the chapters that shaped how I build.
- Enrolled at Al-Hussein Technical University in Data Science & AI.
- Built foundations in algorithms, linear algebra, and statistical modelling.
- First line of code that year: a Python script that actually worked. Never stopped.
- Enrolled at Al-Hussein Technical University in Data Science & AI.
- Built foundations in algorithms, linear algebra, and statistical modelling.
- First line of code that year: a Python script that actually worked. Never stopped.
- Core member and video editor at the Game Development & VR Club.
- MC at The Games Gauntlet; organized Jam3et Games and Pocket Gamers Connect.
- Ran school workshops on game development, VR, and interactive media.
- Joined GDG Amman as an AI Technical Consultant.
- Co-organized Google WinterFest and led the AI track.
- Delivered sessions: Introduction to Python and TensorFlow Developer Certificate prep.
- Semester abroad at Junia ISEN (Lille, France) in the Big Data programme.
- Courses: Data Analytics with R, Statistical Analysis, and Applied Machine Learning.
- Capstone: AI model predicting padel ball impact frequency from racket sensor data.
- Designed and implemented scalable data pipelines automating ingestion, transformation, and validation for 15,000+ student records.
- Built an interactive interface for data cleaning and manipulation, significantly reducing manual workload.
- Conducted KPI analysis using Python, producing actionable insights that directly informed programme decisions.
- EVOLVE brought together 200+ students from universities across Jordan for a full-day tech event organized by GDG HTU.
- Moderated the panel "Bridging the Gap: An IT Student's Journey from Academia to the Tech Sector". Guests included Dr Ismael Al Hinti (President of HTU), Dr Nidal Al Bitar (CEO of Enjaz), and Batool Al Qudah (former GDG President).
- Contributed to event production as part of the media team.
- Graduated from Al-Hussein Technical University with a GPA of 3.83.
- Covered NLP, computer vision, machine learning engineering, DNNs & CNNs, data analytics, and data cleaning.
- Capstone thesis on Arabic sentiment analysis. Fine-tuned a model on 2M tweets, beat the baseline by 6 F1 points.
- Helped in maintaining more than 2500 test cases
- Applying AI to analyze System Health and Test Coverage
- Ran Different Scripts To Help Analyze The System Health and Behavior