GM.Ghulam Muhammad

Principal Software Engineer

Complex systems.
Simple experiences.

I build dependable products — from the first idea to production at scale.

Based in Lahore. Building across borders.

Ghulam Muhammad wearing a green suit

TOP 3% TALENT

Vetted byHire me
20+Engineers led
3 months → 3 daysData synchronization cycle
8 yearsBuilding products that scale

Selected client work

Engineering, measured
by its impact.

Real systems. Clear ownership.
Results that make a difference.

02 / Data infrastructure

Change Data Capture

From months to days.

Redesigned a large-scale data synchronization pipeline to deliver usable data sooner.

3 months → 3 daysSynchronization cycle
99.9%Data accuracy

Change Data Capture · Data pipelines · System design

My contribution +

What I owned: Designed the Change Data Capture pipeline and improved the data synchronization process.

Delivery: Cut the synchronization cycle from three months to three days while maintaining 99.9% accuracy.

03 / Enterprise AI

Power AI

Company knowledge.
Connected and governed.

Architected a secure, self-hosted knowledge and operations platform for a construction client.

52+Tools consolidated
5Business departments

React · Python · PostgreSQL · RAG · AWS/GCP

My contribution +

What I owned: Designed multi-source ingestion from Procore, Google Workspace, contracts, and PDFs, with Google SSO, department/project RBAC, and audit logging.

Delivery: An AI-assisted form library and approval-controlled workflows keep people in control of automated actions.

04 / AI procurement

Calculum AI

Supplier negotiations,
powered by context.

Led backend architecture for streamed, multi-turn supplier negotiations with retrieval-augmented generation.

Live streamingContextual retrievalMulti-turn sessions

FastAPI · WebSockets · Qdrant · LlamaIndex · LangGraph

My contribution +

What I owned: Built retrieval over supplier and negotiation knowledge and evaluated LLaMA/Qwen, embeddings, vector databases, and model-serving frameworks.

Delivery: Defined service boundaries for retrieval, LLM orchestration, supplier context, and negotiation-state management; supported real-time WebSocket sessions.

05 / Real-time platform

ATLAS-10

Faster APIs.
Smoother workflows.

Developed complex REST APIs and real-time features with performance built into the data layer.

55%Faster response times

Express.js · TypeScript · PostgreSQL · Redis · Next.js

My contribution +

What I owned: Combined Redis caching with database query optimization and built real-time WebSocket workflows.

Delivery: Added structured production logging with Winston to support troubleshooting and operations.

06 / Cloud platform

UBU

Infrastructure built
for growth.

Built scalable cloud infrastructure, secure access controls, and AI/ML endpoint integrations.

20%Increase in user retention

Express.js · TypeScript · PostgreSQL · Next.js · AWS

My contribution +

What I owned: Implemented EC2/RDS/S3 infrastructure with load balancing and autoscaling, alongside JWT-based RBAC.

Delivery: AI/ML endpoint integrations contributed to a 20% increase in user retention.

Technical toolkit

Skills that connect
the whole system.

01

Frontend

  • React
  • Next.js
  • TypeScript
  • JavaScript

02

Backend & APIs

  • Node.js
  • Express.js
  • NestJS
  • GraphQL
  • REST
  • WebSockets

03

Data & messaging

  • PostgreSQL
  • MongoDB
  • MySQL
  • ClickHouse
  • Redis
  • Kafka
  • RabbitMQ
  • GCP Pub/Sub
  • BullMQ

04

Cloud & delivery

  • AWS
  • GCP
  • Azure
  • Docker
  • Kubernetes
  • Terraform
  • GitHub Actions
  • Azure DevOps
  • CircleCI

05

AI engineering

  • Python
  • FastAPI
  • RAG
  • LlamaIndex
  • LangChain / LangGraph
  • Qdrant
  • LLaMA
  • Qwen
  • Ollama

06

Leadership

  • System design
  • Technical strategy
  • Client discovery
  • Estimation
  • Mentoring
  • Code review
  • Release management

The engineer behind the work

Hands-on builder.
Accountable leader.

I’m Ghulam, a full-stack engineer and technical leader based in Lahore. I work with international teams to turn complex business requirements into reliable software.

My work spans AI, IoT, analytics, and enterprise platforms — from client discovery and system design to code reviews, deployments, and production operations.

Download my resume ↓

Dec 2023 — Present

CodingCops

Principal Software Engineer & Tech Team Lead

Leading 20+ engineers, owning architecture and client delivery. Improved delivery velocity by 40% and reduced deployments from two hours to 15 minutes.

Aug 2018 — Nov 2023

WebEvis

Full Stack Engineer

Delivered 5+ enterprise products across CRM, e-commerce, and operations. Built Node.js and React platforms serving 500K+ monthly active users.

Let’s work together

Have a complex challenge?
Let’s build.

Ambitious ideas deserve
reliable execution.

Let’s talk ↗Hire me on Toptal ↗