Muhammad
Muttaki
3+ years building automation-driven platforms, internal tools, and systems from backend pipelines to production-ready web applications. Focused on reducing manual work, improving workflows, and helping teams ship with confidence.
Selected Work
Systems I’ve Built
CASE STUDY
SAP Automation & Data Platform
Automation · Data Engineering · Enterprise Systems
Problem
SAP data lived across fragmented modules, inconsistent exports, and manual workflows. Product, pricing, and operational datasets required constant human intervention to clean, reconcile, and prepare for downstream systems.
What I Built
I designed and built a Python-based automation platform that ingests SAP data, cleans and de-duplicates product datasets using Pandas, normalizes records into structured schemas, and stages the data for use across CMS, analytics, and internal tooling.
How It Works
Custom Python ETL pipelines pull data from SAP Service Layer APIs, apply deterministic validation and transformation rules, and persist clean records through a Flask API into a PostgreSQL database.
Impact
Eliminated manual spreadsheet workflows, reduced data errors, and enabled teams to operate on consistent, trusted product data at enterprise scale.
CASE STUDY
Internal Booking Tool
Fullstack · Scheduling · Internal Platforms
Problem
Client bookings were handled through fragmented calendars, emails, and manual coordination.
What I Built
I built a centralized internal booking platform enforcing scheduling rules and automating workflows.
How It Works
A React CRM frontend backed by Redux communicates with a Node.js backend that orchestrates bookings and automations.
Impact
Standardized scheduling across brands and prevented booking conflicts.
CASE STUDY
Keplar — AI Concierge & Automation Platform
AI · RAG · Automation · Multi-Tenant SaaS
Problem
Traditional chatbots hallucinate and fail to integrate with real workflows.
What I Built
I built a multi-tenant RAG-powered AI concierge with strict guardrails.
How It Works
Content is embedded into org-scoped vector stores and retrieved at runtime to ground LLM responses and trigger automations.
Impact
Enabled reliable, brand-aligned AI experiences with real operational value.
Experience
Where I’ve Applied These Systems
Weishaupt Design Group
Software Engineer II · Dec 2024 — Present
Operating at the intersection of ERP data, internal platforms, and AI-driven automation for luxury furniture brands. Trusted to design, build, and evolve systems that support real business workflows at scale.
- —Designed and shipped SAP-integrated data automation pipelines using Python and Pandas
- —Built internal booking and scheduling systems integrated with Outlook via Microsoft Graph
- —Developed a multi-tenant RAG-based AI concierge platform with grounded retrieval
- —Led full-stack feature development across React, Node.js, and Python services
- —Deployed and operated microservices in AWS with CI/CD and production monitoring
IFS Canada
Software Engineer · Jan 2022 — Aug 2023
Worked on production systems supporting aircraft maintenance and safety-critical workflows. Balanced frontend usability with backend reliability in a regulated environment.
- —Built and maintained full-stack applications used by commercial aircraft operators
- —Designed backend authentication and MFA systems using Node.js
- —Developed React-based CRM interfaces with Redux state management
- —Maintained strict test coverage and CI/CD pipelines for safe deployments
We3 Inc.
App Developer · Sept 2021 — Dec 2021
Early-stage mobile product development with a focus on performance, animation, and real-time user interaction.
- —Built a location-based mobile application using React Native
- —Implemented real-time chat systems and animated UI flows
- —Translated Figma designs into production-ready mobile interfaces