Work & Creation

Life & Exploration

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01Intro

I take products from idea to scale, and build the infrastructure that keeps them running.

I'm Ahmad, an engineering lead with 9+ years across the full lifecycle of web and mobile products, and I've led teams of 20+ engineers. I architect systems in Ruby on Rails, React and TypeScript, run them on AWS and Kubernetes with solid CI/CD, and build AI-powered automation that turns raw data into answers. I've shipped scalable products across EdTech, healthcare, e-commerce and logistics, hiring and mentoring engineers along the way. Off the clock, I'm chasing mountains, the perfect bowl of ramen, and the occasional late-night RPG boss fight.

Muhammad Ahmad Shafiq, Engineering Lead
The person behind it

Muhammad Ahmad Shafiq

Engineering Lead
DevOps · AI · Architecture
0+
Years shipping
0+
Engineers led
0
Products shipped
MVP → Scale
Specialty
02Expertise

What I do

From first MVP to production scale. I architect the product, automate it with AI, and run it on cloud infrastructure built to grow.

Platform

DevOps, CI/CD & Cloud

I design, ship and run the infrastructure behind real-time products: Kubernetes migrations, infrastructure as code, CI/CD and observability, with zero-downtime cutovers.

KubernetesTerraformCI/CDObservabilityCost optimization
Commit
CI
Build
Deploy
Observe
deploy succeeded·rolling update·all checks green
Intelligence

AI-Powered Automation

Tool-calling agents, MCP servers and streaming AI chat that turn live business data into answers.

AgentsMCPLLM tooling
Performance

Speed & Cost

Leaner
faster systems · smaller bills

Profiling, query tuning and cost forensics that make systems faster and bills smaller.

Security

Enterprise-ready

SSO+MFA
audit trails · CI scanning

The security checklist enterprise customers ask for, built in from day one.

Architecture

Solution Architecture

Scalable
MVP → production

System design that takes products from first MVP to production scale, and upgrades that keep them modern.

How I build
AI-native workflowAgent-assisted code reviewSpec-first planningInfrastructure as codeSecurity scanning in CIObservability by defaultZero-downtime releasesGreen tests at every step
03AI-native engineering

I lead a team of engineers, and agents.

My agents work on schedules. They fix production errors overnight, watch performance, review pull requests and keep my to-do list honest. My job is the guardrails that make their work safe to ship.

agent · night-shift
$ routine run nightly-error-fixes
23:00Night shift started: pulling yesterday's production errors
23:02Triaged: code bugs get a fix, bad data gets reported to the team
23:16Fix written, with regression specs
23:31Pull request opened, CI running
23:58CI green, review comments resolved
00:21Merged to staging, API checks passing on sandbox
08:30Waiting for human review: merging stays a human decision
next run · tonight 23:00human in the loop
On the rosterscheduled
Error FixerNightly

Turns yesterday's production errors into tested fix PRs.

Performance WatchTwice a week

Finds endpoints over the latency budget, fixes and verifies them on staging.

Code ReviewerHourly

Reviews teammates' PRs against the repo's own rules. Comments, never approves.

Chat → To-doWork hours

Turns a week of team chat into my to-do list.

Channel DigestEvery 3 hours

Summarises support threads into resolved vs open, with ticket status.

Guardrails, not hope

Agents can be wrong. The system makes sure wrong code can't ship.

Agent
Repo rules
Pre-commit gates
CI guards
AI review
Staging
Human merge
Shipped with agents
A full API version rebuildCI that runs only the tests a change touchesSearch index consolidationCost-aware batched LLM classificationOne-command, agent-runnable dev setup
04Work & Creation

Experience

2025 — PresentRemote

Platform, DevOps & AI Engineer

Independent · Contract

Running cloud infrastructure for a real-time video chat platform: moved its backend from Heroku to Kubernetes on AWS, added full observability, and cut a lot of wasted cloud spend. For an e-commerce analytics SaaS, I build AI agents, an MCP server, enterprise security and big framework upgrades.

KubernetesTerraformAI AgentsRails
2021 — PresentSingapore · Remote

Engineering Lead

Cialfo

Leading engineering for an education platform connecting students and universities across admissions and communications. I set technical direction, own architecture and schema decisions, mentor the team, and build AI automation into the product and our engineering workflows, while staying hands-on through to production.

RubyPythonNode.jsPostgreSQLAI Automation
2022 — 2023Singapore · Remote

Senior DevOps Engineer

BioMark · Contract

Owned deployment, infrastructure and delivery pipelines for BioMark's lab platform apps, a healthcare product helping patients and doctors interpret medical data for preventive care across 2,500+ clinics in 4 countries.

CI/CDRailsNode.jsHealthcare
2017 — 2021Lahore, Pakistan

Software Engineer → Team Lead

Devsinc

Joined as an Associate Engineer and was promoted to Team Lead, driving delivery across multiple client projects as both developer and DevOps engineer. Ran technical demos and interviews that won new business, and hired and trained fresh graduates.

Team LeadRailsDjangoNode.jsDevOps
05Selected Work

Projects

Real-time Chat Platform

Platform

Moved a high-traffic video and text chat backend from Heroku to Kubernetes on AWS, with infrastructure as code, live observability and a much smaller cloud bill.

KubernetesTerraformAWSRust

Commerce Analytics AI

AI agents

An AI analyst and MCP server that lets e-commerce sellers ask plain-English questions of their sales, ads and inventory data, with scheduled reports to Slack.

RailsClickHouseMCPReactJS

BioMark

DevOps

Health-tech platform with a patient app and a doctor platform, serving 2,500+ clinics in 4 countries. As senior DevOps engineer I owned its deployment, infrastructure and delivery pipelines.

DevOpsCI/CDRailsNode.js

Patient IQ

Multi-tenant

Platform for clinics and health centers to centralize patient data with advanced data presentation.

Ruby on RailsMySQL

HaulHub

Logistics

Transportation management tool that coordinates phases between drivers and clients in real time.

RailsReactJSRedux

WardrobeTech

Native apps

Peer-to-peer rental platform for wearable items like clothing and bags, with native mobile apps.

RailsReact NativeGraphQL

FlowDash

Integrations

Project management and ticket tracking with Slack, GitHub, and Gmail integrations.

RailsReactJS

PollCrush

Embeddable

Widget platform that embeds interactive quizzes into sites to boost engagement and growth.

Ruby on Rails

W9Manager

Automation

Automation tool that manages the IRS W-9 process between multiple parties.

Ruby on Rails

FiveToNine

Events

Platform to manage and evaluate company events, both virtual and in-person.

Ruby on Rails

Chemster

Dev tooling

Bash tooling that automates and standardizes Unix dev-environment setup for new engineers.

BashAdvanced Git
06Arsenal

Tech stack

Languages & Frameworks

Ruby on RailsPythonDjangoNode.jsNestJSTypeScriptReactNext.jsReact NativeExpoRustGraphQLReduxTailwind CSSExpressEmberJavaScriptHTML5CSS

Cloud & DevOps

AWSKubernetesDockerTerraformHelmGitHub ActionsCircleCICloudflareTraefikGoogle CloudServerlessHerokuBash

Data & Messaging

MySQLPostgreSQLClickHouseRedisSidekiqNATS

Observability & Security

GrafanaPrometheusOpenTelemetrySentryRollbarAppSignalTrivySSO & MFA

AI & Automation

ClaudeMCPLLM AgentsCursorGitHub CopilotWorkflow Automation

Version Control & Tools

GitGitHubGitLabBitbucketJiraTrelloStripe
07Life & Exploration

Beyond the code

Gaming

Occasionally saving the world one boss fight at a time. RPGs and open worlds are my off-switch.

Anime & Film

A sucker for great storytelling, from Studio Ghibli warmth to gritty sci-fi.

Mountains

Trading the keyboard for a trail. The best debugging happens at altitude.

Ramen

On a lifelong quest for the perfect bowl. Broth is an engineering problem.

08Contact

Let's build something scalable.

Open to engineering-lead, DevOps and architecture roles, and always up for a good conversation, whether it's a product, a team, or a great ramen spot.

Open to new roles & contract work
Write in Gmail Message on LinkedInRemote · working with teams worldwide