Muflikhul Ammar

Muflikhul Ammar

Saya membangun sistem yang bisa melihat, mengukur, dan bergerak.

I build systems that see, measure, and move.

Lulusan Elektronika dan Instrumentasi Universitas Gadjah Mada (IPK 3,81) dengan fokus pada computer vision, embedded systems, dan otomasi. Ketua tim wakil Indonesia yang meraih Third Place JAXA Simulation Award pada final 6th Kibo Robot Programming Challenge di Jepang.

Electronics and Instrumentation graduate from Universitas Gadjah Mada (GPA 3.81) focused on computer vision, embedded systems, and automation. Team leader of Indonesia's representative that won Third Place, JAXA Simulation Award, at the 6th Kibo Robot Programming Challenge final in Japan.

Unduh CV (PDF)Download CV (PDF) Email LinkedIn ↗ GitHub ↗

Foto formal Muflikhul Ammar
3,813.81
IPK dari 4,00, S1 Universitas Gadjah MadaGPA out of 4.00, Universitas Gadjah Mada
Peringkat 33rd place
JAXA Simulation Award, final Kibo-RPC, Jepang 2026JAXA Simulation Award, Kibo-RPC final, Japan 2026
Peringkat 11st place
Indonesia Preliminary Round, Kibo-RPC tingkat nasional (BRIN)Indonesia Preliminary Round, national Kibo-RPC (BRIN)
99,40%99.40%
mAP@0.5 model deteksi YOLOv8 pada skripsimAP@0.5 of the YOLOv8 detection model in my thesis

Elektronika bertemu perangkat lunakWhere electronics meets software

Saya fresh graduate Elektronika dan Instrumentasi Universitas Gadjah Mada. Selama kuliah saya menekuni titik temu antara elektronika dan perangkat lunak: sistem kendali, sensor dan aktuator, PLC, embedded systems, hingga computer vision dan machine learning.

I am a fresh graduate in Electronics and Instrumentation from Universitas Gadjah Mada. Throughout my studies I worked where electronics meets software: control systems, sensors and actuators, PLCs, embedded systems, and on to computer vision and machine learning.

Saya terbiasa membawa ide sampai berjalan di perangkat nyata. Sebagai Ketua Tim Narantaka (Gadjah Mada Aerospace Team), saya memimpin tim enam orang memprogram robot Astrobee milik NASA untuk kompetisi Kibo-RPC yang diselenggarakan JAXA. Untuk skripsi, saya membangun aplikasi Android yang membaca nilai resistor dari gelang warnanya secara real-time.

I like taking ideas all the way to real devices. As Team Leader of Narantaka (Gadjah Mada Aerospace Team), I led a six-person team programming NASA's Astrobee robot for the Kibo-RPC competition organized by JAXA. For my thesis, I built an Android app that reads a resistor's value from its color bands in real time.

Saya mencari posisi entry-level, program trainee, atau magang di bidang otomasi, embedded, instrumentasi, atau computer vision, tempat saya bisa belajar cepat dan langsung berkontribusi.

I am looking for an entry-level role, trainee program, or internship in automation, embedded systems, instrumentation, or computer vision, where I can learn fast and contribute from day one.

LokasiLocation
Bekasi, Jawa Barat. Bersedia relokasi.Bekasi, West Java. Open to relocation.
PendidikanEducation
S1 Elektronika dan Instrumentasi, UGMBachelor's degree, Electronics and Instrumentation, UGM
FokusFocus
Otomasi dan kontrol, embedded, computer visionAutomation and control, embedded, computer vision
BahasaLanguages
Indonesia (native), Inggris (professional working)Indonesian (native), English (professional working)

Proyek unggulanFeatured work

6th Kibo Robot Programming Challenge

Kompetisi internasional robotika dan computer vision. Ketua Tim, Narantaka GMAT. Final Februari 2026 di JAXA Tsukuba Space Center.International robotics and computer vision competition. Team Leader, Narantaka GMAT. Final in February 2026 at JAXA Tsukuba Space Center.

Memimpin tim enam orang memprogram Astrobee, robot terbang bebas milik NASA, untuk menjalankan misi otonom dalam simulasi modul Kibo di International Space Station: bernavigasi, mengenali target lewat kamera, lalu melaporkan hasilnya.

Led a six-person team programming Astrobee, NASA's free-flying robot, to run an autonomous mission inside a simulated Kibo module of the International Space Station: navigate, recognize targets through its cameras, then report the results.

HasilResults
Third Place, JAXA Simulation Award (final, Jepang) dan Juara 1 Indonesia Preliminary Round (BRIN)Third Place, JAXA Simulation Award (final, Japan) and 1st Place, Indonesia Preliminary Round (BRIN)
TeknologiStack
Java, OpenCV, TensorFlow Lite, CLAHE, Soft-NMS, quaternion
  • Menyusun strategi tim dan mengoordinasikan pengembangan software dari seleksi nasional sampai final.
  • Set the team strategy and coordinated software development from the national selection to the final.
  • Ikut mengembangkan pipeline deteksi AR tag dan target item dengan OpenCV dan TensorFlow Lite, diperkuat CLAHE dan Soft Non-Max Suppression agar tetap akurat saat kamera ber-noise dan pencahayaan berubah.
  • Co-developed the detection pipeline for AR tags and target items with OpenCV and TensorFlow Lite, hardened with CLAHE and Soft Non-Max Suppression to stay accurate under camera noise and changing light.
  • Ikut mengembangkan navigasi otonom: kalkulasi titik 3D dan quaternion untuk manuver Astrobee yang presisi dan aman.
  • Co-developed the autonomous navigation: 3D point and quaternion calculations for precise, safe Astrobee maneuvers.

Halaman resmi kompetisi di situs JAXAOfficial competition page on the JAXA site ↗

Pembaca nilai resistor real-time dengan YOLOv8 di AndroidReal-time resistor value reader on Android with YOLOv8

Skripsi S1, peneliti tunggal. Sidang 6 Juli 2026.Undergraduate thesis, sole researcher. Defended on 6 July 2026.

Aplikasi Android yang mendeteksi gelang warna resistor 4 gelang lewat kamera, lalu menghitung nilai resistansinya secara otomatis sesuai standar IEC 60062. Seluruh inferensi berjalan di perangkat.

An Android app that detects the color bands of a 4-band resistor through the camera, then computes its resistance automatically following IEC 60062. All inference runs on the device.

Contoh pada tangkapan layar:Example in the screenshot: abu-abu 8,grey 8, merah 2,red 2, oranye ×1 kΩ,orange ×1 kΩ, emas ±5%, jadi 82 kΩ ±5%.gold ±5%, giving 82 kΩ ±5%.

99,40%99.40%
mAP@0.5
94,56%94.56%
akurasi identifikasi nilaivalue identification accuracy
3.3083,308
citra dataset primer, 12 kelas warnaself-collected images, 12 color classes
229,7 ms229.7 ms
per frame di POCO X3 Proper frame on POCO X3 Pro
  1. Dataset. 19 nilai resistor dipotret dengan variasi pencahayaan 150-1.000 lux, sudut hingga ±45°, dan jarak 5-30 cm, lalu dianotasi di Roboflow.
  2. Dataset. 19 resistor values photographed under 150-1,000 lux lighting, angles up to ±45°, and 5-30 cm distance, then annotated in Roboflow.
  3. Training. YOLOv8n dengan transfer learning dari bobot COCO pada GPU RTX 3090.
  4. Training. YOLOv8n with transfer learning from COCO weights on an RTX 3090 GPU.
  5. Deploy. Model diekspor ke ONNX dan dijalankan dengan ONNX Runtime serta CameraX pada aplikasi Kotlin.
  6. Deploy. Model exported to ONNX and run with ONNX Runtime and CameraX in a Kotlin app.
  7. Post-processing. Gelang diurutkan menurut koordinat x, arah baca ditentukan dari gelang emas, lalu dikonversi ke ohm.
  8. Post-processing. Bands are sorted by x coordinate, reading direction is set by the gold band, then converted to ohms.

Temuan utama: jarak pengambilan paling berpengaruh. Akurasi 99,79% pada 5-10 cm turun menjadi 96,59% pada 25-30 cm.

Key finding: capture distance matters most. Accuracy of 99.79% at 5-10 cm drops to 96.59% at 25-30 cm.

TeknologiStack
YOLOv8n (Ultralytics), ONNX Runtime, Kotlin, CameraX, Roboflow, Python

Proyek lainOther projects

  • GymLens

    Capstone Bangkit 2024, Machine Learning Developer, tim tujuh orangBangkit 2024 capstone, Machine Learning Developer, team of seven

    Aplikasi mobile yang mengenali alat gym dari foto dan memberi panduan penggunaan bagi pemula. Masuk Top 50 tim Product Track Capstone.A mobile app that recognizes gym equipment from a photo and guides beginners on proper use. Selected into the Top 50 teams of the Product Track Capstone.

    Video demoDemo video ↗

  • Dashboard E-commerce BrazilBrazilian E-commerce Dashboard

    Proyek pribadiPersonal project

    Analisis dataset publik e-commerce Brazil dari Kaggle: data cleaning, analisis eksploratif, dan dashboard Streamlit interaktif berisi tren pembelian bulanan, analisis produk, dan profil pelanggan RFM.Analysis of a public Brazilian e-commerce dataset from Kaggle: data cleaning, exploratory analysis, and an interactive Streamlit dashboard with monthly purchase trends, product analysis, and RFM customer profiles.

    Kode di GitHubCode on GitHub ↗

  • Web-based Ground Control System

    Software Programmer, Gadjah Mada Aerospace Team

    Mendesain dan membangun model fungsional Ground Control System berbasis web.Designed and built a functional model of a web-based Ground Control System.

Pengalaman dan kepemimpinanExperience and leadership

  1. Sep 2024 - Feb 2026

    Ketua Tim NarantakaTeam Leader, Narantaka

    Gadjah Mada Aerospace Team (GMAT)

    Memimpin dan menyusun strategi pengembangan proyek aerospace tim dengan bekal machine learning, computer vision, dan image processing. Membawa tim menjuarai seleksi nasional Kibo-RPC dan meraih Third Place JAXA Simulation Award di final Jepang.Led the team and set the development strategy for its aerospace projects, drawing on machine learning, computer vision, and image processing. Took the team to first place in the national Kibo-RPC selection and Third Place, JAXA Simulation Award, at the final in Japan.

  2. Sep 2024 - Jan 2025

    Machine Learning Cohort

    Bangkit Academy led by Google, GoTo & Traveloka

    Terpilih sebagai 1 dari 4.636 peserta dari 45.841 pendaftar (10,1%). Menempuh 463 jam pelatihan Python dan TensorFlow serta 212 jam capstone project sebagai Machine Learning Developer.Selected as 1 of 4,636 participants out of 45,841 applicants (10.1%). Completed 463 hours of Python and TensorFlow training and a 212-hour capstone project as a Machine Learning Developer.

  3. Agu 2024 - Nov 2024Aug 2024 - Nov 2024

    Ketua Divisi Teknis, Sumo Robot CompetitionHead of Technical Division, Sumo Robot Competition

    HMEI FMIPA UGM (INSPIRE x KRPY)

    Merancang kerangka teknis kompetisi robot sumo (aturan, mekanisme, dan infrastruktur) serta memimpin tim teknis relawan agar acara berjalan lancar.Designed the technical framework of the sumo robot competition (rules, mechanics, and infrastructure) and led the volunteer technical team to keep the event running smoothly.

  4. Feb 2024 - Des 2024Feb 2024 - Dec 2024

    Asisten PraktikumLaboratory Assistant

    Universitas Gadjah Mada

    Asisten Praktikum Elektronika Digital, lalu Praktikum Pemrograman: menyusun soal pre-test dan kuis, mengajar, mengawasi, serta mengevaluasi peserta praktikum.Assistant for the Digital Electronics practicum, then the Programming practicum: wrote pre-tests and quizzes, taught, supervised, and evaluated students.

  5. Nov 2023 - Sep 2024

    Software Programmer

    Gadjah Mada Aerospace Team (GMAT)

    Berkontribusi pada proyek aerospace engineering tim, termasuk Ground Control System berbasis web.Contributed to the team's aerospace engineering projects, including a web-based Ground Control System.

  6. Apr 2023 - Feb 2026

    Staf Linux dan JaringanLinux and Networking Staff

    Elins Research Club UGM

    Anggota divisi IoT and Software yang mempelajari IoT, Linux, dan jaringan serta penerapannya dalam situasi sehari-hari.Member of the IoT and Software division, studying IoT, Linux, and networking and how they apply to everyday situations.

Yang saya kuasaiWhat I work with

Computer vision & ML
YOLOv8, OpenCV, TensorFlow, TensorFlow Lite, ONNX Runtime, transfer learning, Roboflow
Kontrol & otomasiControl & automation
PLC Omron (CX-Programmer, ladder), sistem kendali, sensor dan aktuator, instrumentasi industriOmron PLC (CX-Programmer, ladder), control systems, sensors and actuators, industrial instrumentation
Elektronika & embeddedElectronics & embedded
Embedded systems, elektronika analog dan digital, Eagle, IoTEmbedded systems, analog and digital electronics, Eagle, IoT
PemrogramanProgramming
Python, Java, Kotlin (Android, CameraX), MATLAB
Tools
Git dan GitHub, Linux, jaringan komputer, StreamlitGit and GitHub, Linux, computer networking, Streamlit
Kerja timTeamwork
Kepemimpinan tim, mengajar dan mentoring, dokumentasi teknis, bahasa Inggris aktifTeam leadership, teaching and mentoring, technical documentation, professional English

Pendidikan dan sertifikasiEducation and certifications

Agustus 2022 - Juli 2026August 2022 - July 2026

Universitas Gadjah Mada

S1 Elektronika dan InstrumentasiBachelor's degree, Electronics and Instrumentation

3,813.81IPK dari 4,00, 150 SKSGPA out of 4.00, 150 credits

Kontrol & otomasiControl & automation
Sistem Kendali, Programmable Logic Controller (praktik PLC Omron), Sistem Sensor, Sistem Aktuator, Instrumentasi IndustriControl Systems, Programmable Logic Controller (hands-on Omron PLC), Sensor Systems, Actuator Systems, Industrial Instrumentation
Elektronika & embeddedElectronics & embedded
Embedded Systems, Elektronika Analog, Elektronika Digital, Untai Listrik, Jaringan KomputerEmbedded Systems, Analog Electronics, Digital Electronics, Electric Circuits, Computer Networks
AI & computer vision
Computer Vision, Kecerdasan Artifisial, Pengenalan Pola, Pemrosesan Sinyal DigitalComputer Vision, Artificial Intelligence, Pattern Recognition, Digital Signal Processing

Sertifikasi utamaMain certifications

17 sertifikasi lainnya17 more certifications
  • Structuring Machine Learning Projects DeepLearning.AI, 2024
  • Custom Models, Layers, and Loss Functions with TensorFlow DeepLearning.AI, 2024
  • Custom and Distributed Training with TensorFlow DeepLearning.AI, 2024
  • Data Pipelines with TensorFlow Data Services DeepLearning.AI, 2024
  • Browser-based Models with TensorFlow.js DeepLearning.AI, 2024
  • Build Basic Generative Adversarial Networks (GANs) DeepLearning.AI, 2024
  • Generative AI for Everyone DeepLearning.AI, 2024
  • Linear Algebra for Machine Learning and Data Science DeepLearning.AI, 2024
  • Crash Course on Python Google, 2024
  • Using Python to Interact with the Operating System Google, 2024
  • Belajar Analisis Data dengan Python Dicoding Indonesia, 2024
  • Belajar Dasar Git dengan GitHub Dicoding Indonesia, 2024
  • Memulai Dasar Pemrograman untuk Menjadi Pengembang Software Dicoding Indonesia, 2024
  • Pengenalan ke Logika Pemrograman Dicoding Indonesia, 2024
  • Galactic Problem Solver NASA International Space Apps Challenge, 2024
  • Landsat Reflectance Data: On the Fly and at Your Fingertips NASA International Space Apps Challenge, 2024
  • JobReady Employability Skills Wadhwani Foundation, 2024

Mari berdiskusiLet's talk

Saya terbuka untuk posisi full-time, program trainee, maupun magang di bidang otomasi, embedded, instrumentasi, dan computer vision.

I am open to full-time roles, trainee programs, and internships in automation, embedded systems, instrumentation, and computer vision.

13ammar13098@gmail.com LinkedIn ↗ GitHub ↗ Unduh CV (PDF)Download CV (PDF)