Open to opportunities

Mohammad

AI & cloud engineer. I ship LLM pipelines and the AWS infrastructure that runs them. Sole engineer behind 24 services in production.

Selected works Résumé ↗

01 · The work

I build AI systems that stay up.

02 · The scale

One engineer. 24 services in production.

Rowan Rose Solicitors · legal & sales platforms, UK

03 · The proof

43% → 96% accuracy, measured.

Golden-set evaluation over 74,966 classified emails

● Open sourceMulti-agent orchestration · LangGraph + MCP

Foreman.

A supervisor plans, specialists act, a separate reviewer model checks every result. Irreversible actions wait for a human.

System

Specialist agents act through a permission gate; a reviewer model checks every result; OpenTelemetry traces every model and tool call

Proof

Three-tier memory · checkpointed tasks with replay from any step · zero unapproved destructive actions in the eval harness

Stack

LangGraph · Celery · OpenTelemetry · Python

GitHub ↗

● LiveProduction SaaS · npm CLI

AgentLens.

Shows you what your AI coding agent actually did: every tool call in plain English, graded for risk.

System

Gemini → OpenAI → Claude failover chain grades every intercepted call safe / risky / destructive

Scale

47 endpoints · 3 LLM providers · published CLI with team access control & session auditing

Stack

Next.js 16 · React 19 · TypeScript · Supabase · Redis

Visit live ↗ GitHub ↗

● In productionMulti-tenant SaaS · Private

DocIntel.

Photograph an invoice, get clean structured data back, and it learns from every correction.

System

Vision model on AWS Bedrock maps fields with bounding boxes; corrections re-fed as weighted examples

Scale

73 endpoints · tenant-isolated · confidence auto-approve

Stack

FastAPI · Celery · Redis · PostgreSQL · Docker

Private · in production

And nine more

From luxury fashion sites
to payment systems.

Full index ↓

The index · 2023–2026 02

No.ProjectCategoryStatus

04Cargoverse · Device TrackingLogistics portalLive ↗ 05Weird · Luxury FashionCinematic webLive ↗ 06Shahi Group · SurveyingScroll filmLive ↗ 07Lumina DentalClinic · bookingLive ↗ 08S.S. Classic Mould & DiesB2B manufacturingLive ↗ 09ARS Architect · PortfolioEditorial printLive ↗

10Payment Processing (MT940)FintechPrivate

11Serverless Data ProcessingAWS event-drivenOpen ↗ 12FoReal · CodeCraftRealtime collabOpen ↗

96%LLM accuracy, up from 43%

24Services in production

74,966Emails evaluated

2×AWS certified

About 03

Most engineers pick a layer.
I own the whole system, from the model call to the metal.

By day I'm the sole engineer at Rowan Rose Solicitors, a UK law firm: three live platforms, the LLM workers that automate their claims lifecycle, and the cloud underneath, all mine. I built a golden-set evaluation harness over 74,966 classified emails and took classification accuracy from 43% to 96%. When the firm needed off AWS, I planned and ran the production cutover to on-premise: staged configs, DNS switch, documented rollback.

The rest of the time I build the safety layer for agentic AI: AgentLens grades every tool call an AI coding agent makes before it runs, and Foreman orchestrates multi-agent work through a permission gate, with human approval on anything irreversible.

AIBedrock vision extraction · three-provider failover chain · self-hosted triage · eval harnesses
CloudAWS (EC2 · RDS · S3 · Lambda · API Gateway · DynamoDB · Bedrock), certified ×2
OpsDocker · Nginx · PM2 · Cloudflare · AWS ↔ on-prem cutovers
BaseMumbai, India, remote with UK & EU teams for two years

Watercolor portrait of Sayed Mohammad Firdousi in a blazer — S.M. FirdousiFig. 01 · Mumbai

Career 04

2026 – now● Current

Rowan Rose Solicitors

Sole Full-Stack Developer & Cloud Engineer · Remote, UK

Two production CRMs built solo, from schema to deployment: intake, case management, e-signatures, VoIP, live dashboards. Owns the entire cloud layer across a fleet of 24 services, and ran the AWS → on-premise production cutover.

2024 – 25

Electrolab Pvt Ltd

Business Analyst · Navi Mumbai

Cut reporting time by 40% automating data pipelines in Python; built the Plotly KPI dashboards the operations team ran on.

2023 – 24

CloudWhiz

Freelance Backend & Cloud Engineer · Remote, Netherlands

10+ delivered projects for international clients: payment processing, API integrations, AWS infrastructure. Scoped, built and shipped independently.

Beyond code 05

Discipline was the first system I built.

Before the terminals there were parade grounds. NCC cadet years: early mornings, precision under inspection, responsibility for the people beside you.