Muhammad Ramzan
Founder of techsolss. DevOps, MLOps and AI consultant.
About
I run techsolss, an independent consultancy focused on DevOps, MLOps, and AI engineering. The work is hands-on: I’m the engineer in your repos and your cloud during an engagement, not a partner who hands you off to a junior on day three.
I work primarily with startups and scaleups — teams that have shipped a product, hit real load, and now need the platform underneath it to grow up. Most engagements run 4–12 weeks with a fixed scope and price, and end with documentation your team owns.
What I work on
- DevOps & platform engineering. CI/CD pipelines, Kubernetes hardening, Infrastructure as Code with Terraform or Bicep, observability stacks, cloud cost audits.
- MLOps & data platforms. Model deployment pipelines, MLflow and Prefect setups, drift monitoring, taking ML from notebooks into reliable services.
- AI product development. RAG over your data, LLM integration with OpenAI/Anthropic/self-hosted models, eval frameworks, cost-aware prompt design.
Where I work
Based in Pakistan (UTC+5). I work with teams globally and have meaningful overlap with European, Middle Eastern, and US East Coast working hours. Asynchronous communication where it helps; on a call when it doesn’t.
What I write about
On the techsolss blog I publish honest, specific writing about the trade-offs engineering leaders actually face — the cost of migrating to Kubernetes at small scale, how to think about MLOps tooling for a five-person team, when to hire a fractional consultant versus a full-time platform engineer. No marketing fluff, no fabricated metrics, just what I’d tell a friend asking the question over coffee.
How to reach me
The fastest way is the contact page — book a free 20-minute call, drop a message, or ping me on WhatsApp. I reply within one business day, weekdays UTC+5.
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