About Md Manouwer Hussain

I am Md Manouwer Hussain, an AI Solutions Architect with more than fourteen years spent building and then operating production systems — enterprise Drupal and WordPress platforms, retrieval and agent systems built on large language models, cloud infrastructure and the delivery pipelines around all of it.

What I actually do

Most organisations that need this work end up hiring four vendors: a CMS agency, a cloud consultancy, a DevOps contractor and, lately, an AI shop. Each is competent inside its own boundary and nobody owns what happens between them. That gap is where projects rot — the migration that never gets a rollback plan, the AI assistant that leaks documents because nobody wired it to the CMS permission model, the pipeline nobody can debug once the contractor leaves.

I work as the single accountable senior partner across those boundaries. That is a narrower claim than it sounds: it means one person who has personally shipped Drupal migrations, written the Terraform, tuned the Elasticsearch relevance and built the retrieval pipeline — not a generalist coordinating specialists.

The two companies

The work runs through two companies I founded. They share a founder, an engineering standard and a client base; they differ in how an engagement is shaped.

• Siraj Software Solution Pvt. Ltd. — the engineering company, founded in 2016. Enterprise platforms taken on for the long term: architecture, build, migration, then the years of maintenance, security and performance work that follow.
• SkyCode Digital — the digital studio. AI features, web development, cloud engineering and the search and performance work that decides whether any of it gets found. Scoped delivery against a date.

If you are not sure which fits, it does not matter much at first contact — the conversation starts the same way either side, and the right shape usually becomes obvious within a call.

Where my clients are

I work from India with organisations across the United States, the United Kingdom and Europe, Canada, Australia and New Zealand, and the Middle East. Timezone overlap, IP assignment, GDPR and data residency, and invoicing currency are the questions that actually decide a cross-border engagement, so they are answered in full on working with clients rather than left for a first call.

How I write about this work

The service pages on this site state positions, including unprofitable ones: that retrieval quality rather than model choice dominates RAG answer quality; that permission filtering has to happen at retrieval time, because filtering after generation has already leaked the content; that headless CMS is frequently not worth it for a single web front end; and that Kubernetes is usually the wrong answer when nobody on the team will own it. I would rather lose a project at the proposal stage than deliver an architecture I would argue against.