About HDS Consulting
Hader Data Services
Hi, I'm Mounir
Owner and founder of HDS Consulting. I'm a data, cloud and ML engineer passionate about building systems that turn complex data challenges into scalable, production-ready solutions. Over the years, I've helped organizations across various industries architect and implement data platforms, ML pipelines, and cloud infrastructure that deliver measurable business impact.
As a one-person consultancy, I bring deep technical expertise and personal commitment to every project. I take a holistic approach: not just building solutions, but raising your team's technical maturity through workshops, pair programming, and knowledge transfers — so your organization continues to thrive long after our engagement.
My expertise spans three core areas that work together to create comprehensive technical solutions: Data, Cloud and ML.
Data
Engineering robust data pipelines and platforms that transform raw data into actionable insights, enabling data-driven decision making at scale.
Cloud
Architecting scalable, secure cloud infrastructure that enables rapid innovation while optimizing costs and maintaining reliability.
ML(Ops)
Building production-ready machine learning pipelines and infrastructure that bridge the gap between experimentation and real-world impact.
Why Work With Me?
I bring a focused, hands-on approach that combines technical knowledge with business understanding. Here's what that means in practice:
Years of hands-on experience with modern data stack, cloud platforms, and ML infrastructure across diverse industries.
From initial architecture to production deployment and beyond, I stay committed through the entire journey.
No over-engineering. I build solutions that solve real problems using the right tools for your specific needs.
Your team learns along the way through documentation, pair programming, and hands-on collaboration.
Available for on-site collaboration in the Amsterdam area or remote work across Europe.
Whether you need a full-time technical lead or part-time specialist guidance, I adapt to your needs.