Irfan Nur Fahrudin
I'm a
A Machine Learning enthusiast with hands-on experience in data preprocessing, model development, and analysis. Skilled in building classification, clustering, and prediction models, particularly in computer vision and text processing. Motivated to keep learning, improving technical skills, and applying machine learning techniques to solve real-world problems.
Irfan Nur Fahrudin
Machine Learning Engineer & Programmer
Get to Know Me
Passionate About AI / ML
I am an individual with a deep passion for Artificial Intelligence (AI) and Machine Learning (ML). Driven by a desire to continuously learn and innovate, I strive to place myself at the forefront of technology. For me, AI/ML is not just a technical field, but also a powerful tool for understanding the complexity of data and solving real-world challenges.
My vision is to apply this spirit and principle of hard work to ethical and impactful AI/ML applications. My primary focus is on transforming technical knowledge into practical solutions, from predictive model development to intelligent automation systems. I am committed to realizing the extraordinary potential of this technology to create new insights and valuable contributions.
Specialization
ML Engineer & Programmer
Experience Level
Junior
Education
Informatics, Universitas Mercu Buana Yogyakarta
Languages
Indonesia, English, Javanese
Skills
This set of skills represents my core technical competencies required to website, implement, and optimize Machine Learning-based systems.
Python (Fundamental for ML & AI)
90%Strong command of Python for scripting, ML model development, and system integration.
TensorFlow / PyTorch (Framework ML)
90%Expertise in building, training, and implementing Deep Learning models.
Scikit-learn (Machine Learning library)
85%Experience in classification, regression, clustering, and validation of classic ML models.
Pandas & NumPy (Data processing)
90%Efficient manipulation, cleaning, and analysis of structural data.
Matplotlib & Seaborn (Data visualization)
90%Creating informative data visualizations for model exploration and presentation.
SQL
85%Extracting, manipulating, and managing data from relational databases.
Resume
Summary
Passionate and results-driven Machine Learning Engineer (Junior Level) with hands-on experience in developing ML solutions. Proficient in Python, TensorFlow/PyTorch, and data engineering using Pandas/NumPy. Proven ability to apply Deep Learning models (LSTM, CNN) to solve real-world problems, specifically demonstrated through a stock prediction capstone project and computer vision (Batik segmentation). Committed to team collaboration to translate complex data into deployable models, focusing on delivering ethical and impactful AI solutions such as prediction systems and computer vision applications.
Contact Information
- Kulon Progo, Yogyakarta.
- irfan.nurfahrudin@gmail.com
- +62 8156946737
- irfannurfahrudin
Soft Skills
Leadership
80%
Communication
80%
Problem-Solving
85%
Teamwork & Collaboration
90%
Flexibility & Adaptability
80%
Time Management & Organization
85%
Experience
Coding Camp 2025 Powered by DBS Foundation | Machine Learning Engineer (Cohort University)
February 2025 - June 2025
Dicoding Indonesia.
- Successfully completed intensive training (DBS Foundation Coding Camp 2025), covering core Deep Learning (LSTM, CNN) and ML fundamentals (Clustering, Classification, prediction, NLP).
- Developing a capstone project on stock prediction, by implementing an end-to-end solution using LSTM models for time series forecasting.
- Collaborated effectively within a technical team (2 ML Engineers, 3 FE/BE Engineers) to manage the entire product lifecycle, from data pipeline and modeling to API, deployment, and visualization dashboard.
- Executed technical optimization, including comprehensive time series data preprocessing, feature engineering, and rigorous hyperparameter tuning.
- Model evaluation was performed using standard regression metrics (RMSE, MAE) to ensure prediction accuracy met project standards.
Crew Member Wedding Organizer
June 2024 - November 2025
Eleena Wedding Organizer, Yogyakarta.
- Managed and led full wedding event operations, ensuring seamless execution of the entire sequence of events, from setup to final closing.
- Functioned as the Event Leader, proactively troubleshooting logistical issues and maintaining communication flow between the internal crew, vendors, and venue staff.
- Served as Stage Manager, efficiently organizing and directing all activities within the stage and main performance area.
- Established and maintained real-time coordination with the Master of Ceremony (MC), performers, and technical team to ensure smooth transitions and flawless delivery of stage programs.
Education
S1 Informatics
September 2022 - Present
Universitas Mercu Buana Yogyakarta
Subject : Computer Programming, Operating Systems, Networks, Database, Website Development, AI & Neural Network.
Last GPA: 3.75
Certifications
Coding Camp 2025 Powered by DBS Foundation | Machine Learning Engineer (Cohort University)
2025
Dicoding Indonesia
Subject : CNN, Deep Learning, Clustering, Classification, Prediction, Sentyment Analysis.
Average Score: 89.4
Capstone Score: 95.4
Portfolio
