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.

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

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
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.

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)

Production Systems & AI Engineering

Win32 & Low-Latency AI
Real-Time Multimodal Systems

Stealth AI Multimodal Copilot Pro

An ultra-low latency native desktop assistant engineered in C# (.NET) and Win32 APIs featuring bidirectional WASAPI audio loopback streaming, dual-model LLM fallbacks, and zero-capture OS stealth protection.

OS Window Display Affinity: Utilizes native SetWindowDisplayAffinity(WDA_EXCLUDEFROMCAPTURE) to render transparent HUD overlays completely masked from screen recorders, proctors, and meeting software (Teams/Zoom). WASAPI Audio Ingestion & Loopback: Direct Windows Core Audio capture streaming 16kHz PCM audio bidirectionally across internal WebSockets to Gemini Live & Whisper speech engines. Sub-100ms Inference Pipeline: Delivers streaming DSA code generation, Big-O complexity breakdowns, and verbal coaching points with global RegisterHotKey interception.
C# (.NET) Win32 API WASAPI Loopback Node.js WebSockets Gemini Live API IPC
Autonomous Agent Pipeline
Autonomous Scraping & Agent Core

JobRadar AI & Dynamic ATS Resume Engine

An autonomous agent and CRM suite that continuously scrapes Greenhouse, Ashby, and Lever APIs, conducts vector-based ATS semantic gap analysis, and dynamically compiles mathematically tuned single-page resumes.

Autonomous ATS Scraping Daemon: Background service and Chrome Extension scraping live openings, extracting clean job schemas, and managing application lifecycles. Zero-Overflow Single-Page PDF Compiler: Custom layout compiler enforcing strict vertical mathematical bounds, dynamic point-budgeting, and PDFKit rendering with zero orphan overflow. Algorithmic ATS Fit Scorer: Vector matching engine comparing candidate experience graphs with job descriptions to highlight keyword deficiencies.
Node.js Express Daemon MongoDB PDFKit Engine Chrome Extension Cheerio
Production AI & RAG
Enterprise Fleet Operations

Enterprise Fleet Operations & RAG Intelligence Core

A mission-critical operational platform integrating conversational RAG tool-calling 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 on PM2/Nginx cluster.
Python FastAPI Gemini & Claude API RAG Node.js MongoDB Nginx Cluster
Edge Telemetry & Anomaly Engine
Edge Mobile Systems

Ahala Logistics Mobile App & Anomaly Engine

A production React Native driver and operator companion application featuring edge GPS tracking, automated fuel theft/leakage detection heuristics, and offline-first SQLite state synchronization.

Heuristic Fuel Anomaly Detection: Automated telemetry engine cross-referencing fuel volume entries against GPS odometer deltas to trigger immediate siphoning and diversion alerts. Offline-First SQLite Synchronization: Allows field drivers to log inspections and checkpoints completely offline with sub-second background sync and conflict resolution upon network restoration. Biometric Hardware Auth: Integrated FaceID/TouchID security gateways securing confidential operational telemetry and driver manifests.
React Native Offline SQLite Background GPS Biometrics Heuristics Engine Tailwind
Event-Driven FinTech Core
Fintech Systems & Treasury

Event-Driven Ingestion & Treasury Ledger Engine

A production-grade, idempotent financial ingestion and reconciliation platform enforcing HMAC cryptographic verification, strict finite state machines, and double-entry treasury tracking.

HMAC Security & Idempotency: Implements cryptographic signature checks and database-level idempotency guards guaranteeing exactly-once transaction processing. Automated Discrepancy Auditing: Reconciles settlement feeds against internal transactions, flagging uncaptured payouts and fee drift with 0.00% unaccounted margin. Treasury & LPO Clearance: Validates multi-currency cheque payments directly against corporate purchase orders to eliminate duplicate disbursements.
FastAPI (Python 3.12) SQLAlchemy 2.0 Docker Pytest (100% Pass) HMAC SHA-256 Postman Suite

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

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.