AI Systems & Distributed Backend Engineer

Mohamed Thawfeeq M

Engineering Production AI Systems
& Resilient Backends

I architect autonomous systems designed around

I bridge real-world business operations and scalable AI—architecting production Agentic workflows, enterprise RAG pipelines, and resilient backend services (12,000+ monthly transactions at 99.9% uptime) across logistics, fintech, and procurement.

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Thawfeeq Control Shell v2.6
AI Orchestration Agentic RAG Active
Database Status CONNECTED [99.9%]
$ whoami
✓ Mohamed Thawfeeq (AI Systems & Backend Engineer)
$ systems.status
✓ 5+ Production Platforms [12,000+ Txns/mo | 99.9% Uptime]
ℹ RAG Pipeline & Tool Orchestration online. Type 'help'.
$
0+ Production Platforms
0+ Monthly Transactions
0.9% Production Uptime
0.5+ Years Systems Experience
Overview

Fitting Software to Business Workflows

Mohamed Thawfeeq M

Mohamed Thawfeeq M

AI Systems & Distributed Backend Engineer

RAG & Agents LLM APIs Anomaly Engine Python FastAPI Node.js TypeScript REST APIs WebSockets React React Native MongoDB PostgreSQL / SQL AWS EC2 Docker Git
LinkedIn GitHub
Available for Opportunities

I don't build toy demos or force rigid off-the-shelf software. I engineer production-grade AI systems, autonomous agentic workflows, and resilient backend platforms designed around mission-critical operations.

Having designed and delivered 5 mission-critical enterprise platforms handling 12,000+ monthly financial and operational transactions at 99.9% uptime, I specialize in translating real-world operational challenges into scalable architectures—from automated treasury audit validations and GPS anomaly detection to conversational RAG operational assistants with strict prompt guardrails.

Core Specialization: Autonomous Agentic Workflows, Enterprise RAG Pipelines, High-Availability Distributed Backends (99.9% Uptime)
Deployment Scope: Cloud Microservices (AWS EC2 / Docker), Native Mobile Shells (React Native), Scalable Web Dashboards

Agentic & RAG Pipelines

Building deterministic RAG systems with Claude & Gemini APIs, tool execution, and prompt guardrails to query operational databases in natural language.

High-Uptime Systems

Architecting backend microservices and transactional sync meshes handling 12,000+ monthly transactions with strict ACID compliance.

Core Toolkit

Technologies I Work With

Every tool and technology used across my projects

Agentic AI & LLMOps
Enterprise RAG
Claude & Gemini APIs
Vector Embeddings
Tool Calling / Function Use
Prompt Guardrails
Multi-Agent Workflows
Backend & Distributed Systems
Python
FastAPI
Node.js
TypeScript
Express.js
Socket.io / WebSockets
REST APIs & Microservices
JWT & RBAC Auth
Frontend & Mobile
React
React Native
Electron
JavaScript (ES6+)
Tailwind CSS
Databases & Cloud Infrastructure
MongoDB
PostgreSQL / SQL
AWS (EC2, S3)
Docker
Nginx
PM2 (99.9% Uptime)
CI/CD (GitHub Actions)
Portfolio Showcase

Custom Workflow Implementations

Fleet Operations Dashboard Garage ERP Job Sheets Operational Telemetry & Logs
Production AI & RAG
Enterprise Agentic AI

Fleet Platform & Conversational RAG Operational Assistant

A mission-critical operational intelligence platform integrating conversational RAG with Claude & Gemini APIs, automated telemetry, and mechanical job sheet coordination across 500+ asset records.

Conversational RAG Assistant: Queries real-time operational logs, parts catalogs, and maintenance schedules via natural language tool calling. Multi-Model Fallbacks & Guardrails: Built-in fallback routing between Claude and Gemini with strict schema guardrails, cutting troubleshooting time by 40%. High-Throughput Core: Connects to centralized MongoDB/SQL databases handling 12,000+ monthly records at 99.9% uptime.
Python FastAPI Claude & Gemini API RAG Node.js MongoDB React
Procurement MRN List Procurement Approvals Procurement Budget allocation Procurement Stock Overview Procurement Materials List
Procurement
Materials Flow

Materials Procurement System

An enterprise procurement ledger managing Material Requisition Notes (MRN), automated Purchase Orders (PO), and budget allocation logs.

Dynamic Spending Router: Processes and routes MRNs automatically based on project cost centers. Multi-Warehouse Shipment: Handles stock transfers, calculating real-time material value histories. Negotiator WebSockets: Built-in Socket.io workspace for real-time coordination with suppliers.
React Node.js Express Socket.io
Timesheets Entry Grid Vacation leave workflow Workforce public holidays Custody asset management Workforce Employee List
HR Operations
Workforce Planning

Workforce & Attendance ERP

An internal enterprise tool recording daily employee timesheets, holiday schedules, leave requests, and asset custody handovers.

Shift Calculations Engine: Aggregates employee hours, tracking late logs, holidays, and overtime rules. Approvals Dashboard: Unified request flow handling leave logs and timesheet correction notes. Hardware Custody Records: Maps specific laptops, devices, or vehicle assets to employee profiles.
React Express Mongoose Tailwind CSS
Ahala mobile fuel levels Ahala mobile logs Ahala mobile GPS tracker
Cross-Platform
iOS & Android App

Ahala Logistics Mobile App

A React Native companion tool for drivers and operators to submit location checkpoints, container levels, and upload delivery assets.

AI Anomaly & Fraud Detection: Runs background heuristic checks comparing fuel container inputs against odometer changes, auto-dispatching warning emails for siphoning or route deviations. Background GPS Service: Integrated background location trackers transmitting location check-ins periodically. Biometric Security: Features FaceID and TouchID authentication gateways before accessing mobile dashboard details.
React Native Expo Chart-kit Tailwind
Cheque Registry Grid Bank & LPO Links Status clearance tracks
Fintech
Treasury Ledger

Treasury & Cheque Management Ledger

A secure internal financial tool to record clearance statuses of incoming/outgoing banking checks, LPOs, and corporate bank connections.

Check Clearance Registry: Tracks checks Clearing Status (Cleared, Pending, Overdue) against bank databases. Order Invoicing Validations: Validates payouts directly against active LPOs to avoid duplicate processing. Clearance Chronology Logs: Logs detailed metadata for all cheque updates to comply with audits.
React Express Electron MongoDB
System Integrations

Ecosystem Integration Blueprint

Materials Procurement System
Ecosystem Node: Materials & Inventory Core
  • MRN workflow validation rules checking budget caps
  • Logs incoming vendor invoices to track item price history
  • Calculates inventory transfers between multiple sites
Mesh Connection: Invoice Clearance
JSON Payload
{
  "event": "invoice_clearance",
  "source": "StockProxyBridge",
  "data": {
    "mrn_id": "MRN-2026-902",
    "cleared_by_finance": true,
    "invoice_amount": 42000
  }
}
Treasury Cheque Tracker
Ecosystem Node: Fintech Billing Clearance
  • Validates incoming cheque statuses (Cleared, Pending)
  • Cross-checks amounts against LPOs to block double pay
  • Records tamper-proof chronology logs for auditing
Mesh Connection: Operational Sync Trigger
JSON Payload
{
  "event": "clearance_approved",
  "source": "invoiceController",
  "data": {
    "lpo_number": "LPO-8042",
    "payout_released": true,
    "timestamp": "2026-07-14"
  }
}
Central Fleet Operations ERP
Ecosystem Node: Central Core Routing Node
  • Compiles active garage mechanical job sheets
  • Syncs inventory levels via `stockProxyController`
  • Auto-reverses stock on pending changes
Mesh Connection: Driver Operations Logs
JSON Payload
{
  "event": "driver_checkpoint",
  "source": "BackgroundLocationService",
  "data": {
    "driver_id": "DRV-102",
    "gps_coordinates": [25.2048, 55.2708],
    "odometer_log_km": 142500
  }
}
Ahala Logistics Mobile App
Ecosystem Node: Telemetry Endpoint
  • Background GPS coordinates telemetry checks
  • AI Fraud Detection: Dispatches warning emails on siphoning logs
  • Biometric TouchID/FaceID gatekeeping security
Mesh Connection: Personnel Allocation Logs
JSON Payload
{
  "event": "shift_completed",
  "source": "BiometricGate",
  "data": {
    "employee_id": "EMP-409",
    "hours_worked": 8.5,
    "hardware_returned": true
  }
}
Workforce & Attendance ERP
Ecosystem Node: Resource Verification Endpoint
  • Calculates overtime shifts and holiday entries
  • Unified request stream for leave requests
  • Registry tracking hardware asset custody handovers
Get in Touch

Start a Collaboration

Let's talk about your next system!

Whether you need a custom React portal, a React Native mobile tool, or an entire ERP architecture, I'm here to build it.

Send an Email m.thawfeeq@gmail.com
Professional Profile linkedin.com/in/mohamed-thawfeeq