Physical AI Engineer
Muhammad
Miftah Faridh
Building intelligent systems at the intersection of AI, robotics, and edge computing. Experienced in LLM fine-tuning, real-time robotic systems (ROS 2), and NVIDIA Jetson platforms — bridging applied research with production engineering.
07
Publications
05
Int'l Awards
08
Gov. Projects
20+
Open Source
Oct 2025 – Present
Physical AI Engineer
orinu.ai · Seoul, South Korea
Sep 2022 – Aug 2024
AI & IoT Researcher
Kookmin University · Seoul, South Korea
Feb – Jun 2022
IoT Intern
PT. XL Axiata · Jakarta, Indonesia
Sep 2021 – Feb 2022
IT Business Analyst
PT. Infomedia Nusantara · Jakarta, Indonesia
Nov 2018 – Jul 2021
Vice Head · AI Engineer
AMV UI & Tim Robotika UI · Depok, Indonesia
Education
2022 – 2024
M.S. Electronics Engineering
Kookmin University · Seoul
2018 – 2022
B.S. Computer Engineering
University of Indonesia · Depok · GPA 3.43
LLM & Generative AI
LoRA · QLoRA · RAG · T5 · Gemma · LLaMA · Fine-tuning
Robotics
ROS 2 · Arduino · Autonomous Systems · Drone Systems · V2X
Edge AI
NVIDIA Jetson · TensorRT · ONNX · OpenCV · cuDNN
Deep Learning
CNN · LSTM · GCN · TensorFlow · PyTorch · Scikit-learn
Optical Comm.
OCC · CSMA/CA · MAC Protocol · Localization · Ultra-High Rate
Languages
Python · C/C++ · TypeScript · Java · C# · MATLAB · PHP
Infrastructure
Docker · Linux · Git · GCP · AWS · FastAPI · PostgreSQL
Edge AI — Jetson
Object Detection — YOLO, 80 classes, real-time inference
Face Recognition & Attendance — InsightFace, ArcFace pipeline
PPE Detection — safety compliance monitoring
License Plate Recognition — full ALPR pipeline
Security Analytics — motion detection & intrusion alerts
People Analytics — counting, occupancy, traffic flow
Hand Gesture Recognition — MediaPipe integration
Exercise Tracker — push-ups, squats, planks with rep counting
AI / ML
PV Solar Power Forecasting API — BiLSTM model, Flask deployment
Smart Home Energy Forecasting — LSTM vs ARIMA benchmark
LangGraph Chatbot Playground — multi-agent conversation flows
IoT
Server Room Monitoring — LoRa mesh network, Arduino sensors
Intruder Detection System — OpenCV + Telegram alert integration
Web
VTT Voice-to-Text — Google Cloud Speech API, Laravel backend
TweetBullyingDetector — Twitter API + NLP classification
VeTracker Vehicle Manager — Laravel, Livewire real-time updates
Brocket Tournament Manager — bracket management, Laravel
[01]
IEEE Access 2025
CSMA/CA MAC Protocol for Optical Camera Communication
[02]
MDPI Sensors 2023
Intelligent IoT Platform for Real-Time Environmental Monitoring
[03]
MDPI Sensors 2023
Intelligent IoE Data Research Platform Architecture
[04]
ICUFN 2023
PV Monitoring and Control System for Grid Stability
[05]
ICAIIC 2023
Solar Energy Forecasting with Deep Learning
[06]
RoboNation 2021
Autonomous Surface Vehicle Navigation System
[07]
RoboNation 2019
Autonomous Boat Control and Navigation
1st
ASEAN MATE ROV — Explorer Category
International
3rd
AUVSI Roboboat 2021
International
3rd
AUVSI Roboboat 2019
International
3rd
KKCTBN 2019 — National Robotics Competition
National
Best
Best Poster — KKCTBN 2019
National
Renewable Energy Grid Stabilization
MOTIE
5G Multi-Band Industrial Small Cell
MSIT
Intelligent IoE Data Research Platform
MSIT
V2X Quantum AI Triple Sensor OCC
MSIT
VPP ESS Service Platform
MSS
Ultra High Rate OCC & Localization
MSIT
Smart Energy Management System
MOTIE
Autonomous Vehicle Sensor Fusion
MSIT