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OPEN FOR OPPORTUNITIES
Available for Full-Time Graduate Roles
🤖 AI & LLM Agents • 👁️ Computer Vision • 📊 Data Engineering • 🤖 AI & LLM Agents • 👁️ Computer Vision • 📊 Data Engineering •

AI & Data Engineer Building Intelligent Systems From Model to Production.

Computer Engineering (Hons) graduate from UTeM, available immediately. Building end-to-end AI systems — from YOLOv8 real-time vision to LLM multi-model agent orchestration and data pipelines. Cisco CCNA certified, Festo Industrial AI specialist. Currently completing IBM Data Engineering on Coursera. Open to relocation.

CCNA
Cisco Certified
UTeM
Degree Graduate
26
Verified Certs
System availability Auto-restart ≤2 min Cron watchdog, Hermes agent on Termux (Samsung A54)
Edge inference <90ms YOLOv8 camera latency (FYP capstone)
Professional registrations
Board of Engineers Malaysia (BEM)
Graduate Engineer
Registered
Submitted
Pending Certificate
Malaysia Board of Technologists (MBOT)
Graduate Technologist · IT field
Registered
Submitted
Pending Certificate
👨‍💻
Muhammad Irfan Fahmi
Computer Engineering (Hons) • UTeM
Full Name: Muhammad Irfan Fahmi
Location: Klang Valley, Malaysia (Open to Relocate)
Degree: B. Computer Engineering (Hons) • UTeM
Languages: Malay (Native), English (Fluent)
Military Reserve: Military Reserve (Volunteer) (Resilience)
Career Focus: AI / Data Engineering / Computer Vision
👨‍💻
📋 PERSONAL BIODATA

Muhammad Irfan Fahmi

Computer Engineering Graduate • UTeM
  • 👤 Full Name Muhammad Irfan Fahmi
  • 📍 Base Location Klang Valley, Malaysia (Open to Relocate)
  • 🎓 Degree & Merit B. Computer Engineering (Hons) • UTeM
  • 🗣️ Languages Malay (Native), English (Fluent)
  • 🎖️ Military Reserve Military Reserve (Volunteer) (Resilience)
  • 💼 Career Focus AI / Data Engineering / Computer Vision
  • 🟢 Availability Available Immediately

Building AI Systems From Data to Deployment

I build systems that think. My philosophy: Build, Test, Break, Understand, Improve. From YOLOv8 anti-fraud vision at checkout counters to a 13-model consensus system on a phone running Termux. Available immediately for full-time roles in AI engineering, networking, or industrial automation.

🌐
Networking & Security
Cisco CCNA certified. Specialized in OSPF routing, VLAN segmentation, STP, EtherChannel, Wireshark packet capture, and firewall access control lists (ACL).
👁️
AI & Computer Vision
Custom YOLOv8 PyTorch dataset fine-tuning, OpenCV real-time video stream processing, and multi-camera split-view occlusion mitigation engines.
⚡
Embedded Systems & IoT
Microcontroller firmware in C/C++, sensor integration (HX711, load cells, flex sensors, Bluetooth), and EasyEDA schematic circuit design.
🏭
Industrial Automation
Festo Industrial AI specialist. PLC logic integration, sensor calibration, predictive maintenance algorithms, and serial HID protocol communication.

Featured Projects & Systems

Designed to prevent item evasion and fraud in automated self-checkout systems by cross-referencing visual YOLOv8 object detection against physical barcode scans in real-time.

77.4%
Precision
72.0%
Recall (50 Epochs)
<90ms
Camera Latency
Dual-Cam
Sensor Fusion
YOLOv8 PyTorch OpenCV Python MySQL USB Barcode HID

An AI agent running on a Samsung Galaxy A54 (Termux/Linux, aarch64, 7.3 GB RAM). Two processes: hermes serve (~170 MB RSS) and hermes gateway (~280 MB RSS), restarted every 2 minutes by a cron watchdog. Queries 13 LLM models (DeepSeek, GLM, Kimi, Minimax, Hunyuan) through a Parliament of Minds consensus engine for XAUUSD trade signals. Includes a causal post-mortem system (6 analyses to date) and Google Workspace integration (8 OAuth scopes). 103 closed signals from Aug 24 to Sep 15 2026; system paused since Sep 22 strategy refit.

63.1%
Win Rate (103 Signals)
2.28
Profit Factor
13
LLM Models in Roster
~450 MB
Combined RSS (serve + gateway)
Python 3.14 Multi-Model Consensus Causal Post-Mortems (SCM) SQLite & KV Dual Execution Engine Cloudflare Workers & Pages
System Architecture
Google Workspace Integration
  • OAuth 2.0 installed-app flow (not PKCE), 8 scopes: contacts.readonly, drive, gmail.modify, gmail.readonly, gmail.send, spreadsheets, calendar, documents
  • Cloudflare Workers reverse proxy, Turnstile bot verification on contact form
Multi-Model Consensus (consensus_matrix.py)
  • 13 models via RootSys provider: deepseek-v4.1-flash, deepseek-v4-flash, deepseek-v4-pro, glm-5.2, glm-5.1, glm-5.3, glm-5.3-flash, glm-5.3-flashx, kimi-k2.7, kimi-k3, minimax-m3, hy3-tencent, hy4-preview
  • N models x 3 temperature variants, cross-agreement weighting, confidence score 0–100
Process Management (Termux / Linux ARM64)
  • hermes serve: ~170 MB RSS (agent runtime). hermes gateway: ~280 MB RSS (API gateway). Combined ~450 MB on 7.3 GB device RAM
  • Cron watchdog every 2 min (hermes_watchdog.sh → daemon_runner.py), termux-wake-lock, /proc scanning for process health
  • SQLite signal DB: 103 closed, 6 causal post-mortems, 4 strategy refits. Last trade Sep 15; paused after Sep 22 refit concluded zero-trade stance

An interactive web mini arcade featuring intelligent AI Tic Tac Toe with minimax decision tree logic, soccer penalty shootout mechanics, and sports card memory match. Deployed on Cloudflare edge under custom subdomain with ultra-responsive gameplay.

3
Game Modes
Minimax
AI Logic
<60ms
Edge Latency
Fluid
Responsive UI
React & TypeScript Minimax Algorithm Cloudflare Edge Tailwind CSS

Zero-touch reading assistant for PC and mobile webtoons to read while eating without touching greasy screens. Powered by proprietary 71D hand geometry feature engineering and a 100-tree Random Forest classifier trained directly on real video demonstrations, achieving 98.6% cross-validation accuracy, zero-recoil geometric classification (eliminating return-stroke false triggers), 0.30s debounced scrolling, and virtual air buttons.

98.6%
Cross-Val Accuracy
71D
Landmark Geometry
0.30s
Tuned Cooldown
<0.1ms
Edge Inference
MediaPipe Hands Scikit-Learn Random Forest Python & JavaScript OpenCV & CLAHE

Core Competencies & Tooling Matrix

🌐 Networking & Security
  • Cisco Routing & SwitchingCCNA
  • OSPF Protocol & VLANsAdvanced
  • Wireshark & Packet CaptureExpert
  • Firewall ACLs & SecurityVerified
  • Fiber Optic SplicingHands-On
👁️ Computer Vision & AI
  • YOLOv8 Object DetectionPyTorch
  • OpenCV Video ProcessingPython
  • Festo Industrial AICertified
  • Scikit-Learn Machine LearningSVM
  • Dataset Augmentation & NMSVerified
⚡ Hardware & Embedded
  • Arduino & ESP32 FirmwareC/C++
  • HX711 Strain Gauge SensorCalibration
  • USB Serial HID Barcode ScannerIntegration
  • EasyEDA Schematic DesignPCB
  • Workstation & MaintenanceHardware
💻 Software & Cloud
  • Python ProgrammingCore
  • SQL (MySQL & PostgreSQL)Database
  • FastAPI Backend ServicesREST API
  • Cloudflare Worker & TurnstileEdge Proxy
  • Git & GitHub AutomationDevOps

Education & Technical Timeline

OCT 2022 — NOV 2026
Bachelor of Computer Engineering (Hons)
Universiti Teknikal Malaysia Melaka (UTeM)
Focus areas: AI/ML, computer networking, embedded systems, industrial automation. Capstone: YOLOv8 hybrid self-checkout system (77.4% precision, dual-camera). Key courses: Digital Signal Processing, Computer Architecture, Data Communications, Microcontroller Systems.
27 SEP 2021 — 31 JUL 2022
Technical Staff
Global Elite Ventures Sdn. Bhd
Hardware deployment and system troubleshooting for client sites. Configured workstations, installed networking equipment, performed on-site diagnostics and repairs. Managed inventory and coordinated with vendors for parts procurement.
DEC 2018 — MAY 2022
Diploma in Electronic Engineering (Computer)
Politeknik Port Dickson • CGPA: 3.26
Diploma with CGPA 3.26. Core studies: analog/digital electronics, microcontroller programming (C/C++), circuit design, PCB fabrication. Built sensor-based projects using Arduino and HX711 strain gauges.
2018 - 2020
Contract Engineer & Technician
ARNN Technologies · OKCS Seri Kembangan
PC assembly, OS installation, hardware diagnostics, and client-facing repair work. Hands-on troubleshooting of desktops, laptops, and networking equipment across multiple service locations.
JUL 2017 — FEB 2019
Certificate in System & Computer Networking
Kolej Komuniti Selandar • CGPA: 3.58 🏆 (Best Student Award)
Awarded Best Student Award. Practical hands-on training in network maintenance, PC assembly, server cabling, and operating system administration.
1 MAY 2019 — 30 MAY 2019
Military Reserve (Volunteer) Training Program
Military Reserve (Volunteer)
Completed basic military tactical training, operational discipline, teamwork, and physical endurance program.

Certifications & Honors Collection (26 Verified Records)

🤖

Irfan Fahmi AI Assistant

● Online · HA Gateway
💡 Ask about Cisco CCNA, YOLOv8 Capstone, UTeM, work experience, or interview availability.