Semarang, Indonesia — Informatics Engineering
Ibnu Farid
Mabina
A highly curious and focused individual with a strong foundation in analytical thinking combined with proven practical experience in machine learning development projects and data inference analysis, as well as a published journal entitled "Lung Segmentation in X-ray Images of Tuberculosis Patients Using U-Net with CLAHE Preprocessing".
GPA / 4.00
3.13
Projects
2
Publications
1
Years
4+
Ibnu Farid Mabina
Informatics Engineering Graduate
About
Curious, focused, and data-driven.
Analytical thinking meets hands-on ML and web development.
A highly curious and focused individual with a strong foundation in analytical thinking combined with proven practical experience in machine learning development projects and data inference analysis, as well as a published journal entitled "Lung Segmentation in X-ray Images of Tuberculosis Patients Using U-Net with CLAHE Preprocessing".
Location
Semarang, Central Java, Indonesia
Highlights
Publication
JAIC 9(4) — Dice 95.87%, IoU 92.07% (Shenzhen & Montgomery)
Focus
Machine learning development & data inference analysis
Stack
TypeScript · React.js · Python · SQL · Figma
Strength
Analytical thinking, discipline, and structured problem solving
Education
Academic foundation.
Formal training in informatics engineering and sciences.
Universitas Dian Nuswantoro
Bachelor of Computer Science (S.Kom) · Informatics Engineering
GPA 3.13/4.00
Cumulative GPA: 3.13/4.00
SMA IT Luqman Al-Hakim
Senior High School · Mathematics and Natural Sciences
GPA 85.40/100.00
GPA: 85.40/100.00
GPA Journey — UDINUS
Per-semester progression
4 periods · Scale 0–4.00 · Cumulative 3.13 / 4.00
Peak Sem 7–8 · 3.80 · Strong finish — thesis & research period
Tip: hover bars for focus · Dashed line = cumulative GPA
Experience
Applied in the field.
Professional and organizational roles that shaped discipline and delivery.
PRPP Jawa Tengah
January 2025 – February 2025 · Semarang, Indonesia
Front-End Developer
- Developed a website landing page using React.js
- Designed the website landing page using Figma
Content Researcher
- Collected and researched data on customs, culture, and traditions across regencies and cities in Central Java using SQL
Organizational Experience
Training Center Tapak Suci Kabupaten Tegal
2019 – 2021 · Tegal, Indonesia
Martial Arts Athlete
- Trained and competed in national-level pencak silat championships, earning 3rd place and Best Overall Champion (2021)
- Developed discipline, endurance, and sportsmanship through structured, regular training
OSIS SMA IT Luqman Al-Hakim
2020 – 2021 · Tegal, Indonesia
Head of Public Relations
- Coordinated cross-functional teams and led organizational development
- Oversaw execution of school programs and external relations
Projects
Built with intent.
Selected website development projects — TypeScript-based, ready for deeper case studies.
Tuberculosis Detection System
2025AI-powered chest X-ray screening for tuberculosis — upload/drag-drop X-ray, mock U-Net + CLAHE inference with confidence meter and result card. Built with Vite + React 19 + TypeScript + Tailwind + shadcn + React Router (see prohects/my-tb-detection). Journal: JAIC 2025 Dice 95.87% / IoU 92.07%.
Muslimah Supply — Modest Fashion E-Commerce
2025Fullstack e-commerce modest fashion islamiyah — palette hijau zamzam, emas, ivory, tipografi serif Marcellus, ornamen khatam islami. Frontend Next.js 15 + Framer Motion, backend Express + Prisma + PostgreSQL + JWT, fitur katalog, filter, cart, orders atomic. Lihat prohects/fashion.
Mount Merapi Evacuation Route System
2025Interactive Merapi evacuation route system — peta Leaflet + OpenStreetMap, pilih titik awal (Kaliurang/Kinahrejo/Selo/Balerante / GPS / klik peta custom), pilih shelter (Glagaharjo/Wukirsari/Kepuharjo), Haversine & ETA, detail rute + share + buka di Google Maps. KRB zones mock. Demo: prohects/merapi-evacuation (Vite + React 19 + Tailwind + Leaflet).
Klik preview / Demo untuk buka web aslinya di tab baru.
Publication
Research contribution.
Peer-reviewed journal on medical image segmentation.
Lung Segmentation in X-ray Images of Tuberculosis Patients Using U-Net with CLAHE Preprocessing
Ibnu Farid Mabina · Christy Atika Sari · Eko Hari Rachmawanto
Mabina, I. F., Sari, C. A., & Rachmawanto, E. H. (2025). Lung Segmentation in X-ray Images of Tuberculosis Patients Using U-Net with CLAHE Preprocessing. Journal of Applied Informatics and Computing (JAIC), 9(4), 1346–1353.
✦ Achieved Dice Coefficient 95.87% and IoU 92.07% on the Shenzhen and Montgomery datasets
Read paperKey metrics
Dice Coefficient
95.87%
Shenzhen & Montgomery
IoU
92.07%
U-Net + CLAHE
Datasets
Evaluated on public chest X-ray datasets with CLAHE preprocessing for contrast enhancement.
Achievements
Proven in competition.
National-level recognition in sport and discipline.
3rd Place, National Inter-School Pencak Silat Martial Arts Championship
Bandung Open 3 · 2021
National-level pencak silat competition
Best Overall Pencak Silat Champion
Bandung Open 3 · 2021
Best overall champion title at Bandung Open 3
1st Runner-Up in Futsal
Pospeda · 2019
Futsal competition at Pospeda
Skills
What I work with.
Soft skills, software fluency, and technical stack — grouped for clarity.
Soft Skills
Software
Tech Stack
Languages
Certifications
Verified learning.
Courses and credentials that underpin the work.
Python for Data Science, AI & Development
IBM (Coursera)
Foundations: Data, Data, Everywhere
Google (Coursera)
Ask Questions to Make Data-Driven Decisions
Google (Coursera)
Prepare Data for Exploration
Google (Coursera)
TOEFL ITP, Score: 557
TOEFL ITP (valid until April 2028)
Contact
Let's read the data together.
Open to data analyst roles, research collaboration, and internships.
Get in touch
Email
ibnufaridd12@gmail.comPhone
(+62) 821 3359 0116LinkedIn
in/ibnu-farid-587b26361Portfolio
portfolio-farid-chi.vercel.app
Gunakan email asli yang aktif
Saya akan balas via email yang kamu isi — jadi pastikan email benar & bisa menerima balasan. Email sekali pakai (tempmail/mailinator/example.com) otomatis ditolak untuk cegah scam/spam. Pesan dengan banyak link atau kata promo juga akan difilter.
Prefer email atau LinkedIn untuk kerja sama. Biasanya balas dalam 24 jam.