Ridwan Halim Email & Phone Number

Sleman, Jogja, Id

• Developing and operating machine learning systems in production.• Learning ML Ops principles for reliable and scalable ML systems.• Gaining experience with data management, model development, deployment, and monitoring.• Building end-to-end machine learning pipelines using TFX.• Applying clean code practices in Python.

• Machine Learning System Design: Learn the steps involved in designing a machine learning system (3 hours).• Machine Learning Project Development: Develop, communicate, and publish machine learning projects to build a portfolio (1 hour 45 minutes).• Predictive Analytics Case Study: Study algorithms like k-Nearest Neighbor, Random Forest, and AdaBoost for predictive analytics (4 hours 30 minutes).• Sentiment Analysis Case Study: Create sentiment analysis models using Deep Learning and Support Vector Machine techniques (6 hours 40 minutes).• Computer Vision Case Study: Learn techniques for image recognition and object detection (4 hours 35 minutes).• Recommendation Systems Case Study: Understand methods used in recommendation systems and develop a project (4 hours 55 minutes).• Final Exam and Project Submission: Create a model and project report for a recommendation system using approaches like Content-based Filtering and Collaborative Filtering.

• Advanced Neural Networks: Gained expertise in building and training complex neural network models using TensorFlow and Keras, focusing on practical applications. (6 hours 45 minutes)• Natural Language Processing (NLP): Implemented NLP projects with TensorFlow, covering text processing, data labeling, and model creation for tasks like text classification and sentiment analysis. (9 hours 35 minutes)• Time Series and Image Classification: Developed deep learning models for time series analysis using LSTM and RNN, and for image classification with advanced preprocessing and evaluation techniques. (17 hours 15 minutes)• Recommendation Systems and Reinforcement Learning: Explored and implemented various recommendation systems and reinforcement learning algorithms, including Markov Model and Q-learning, for adaptive decision-making. (12 hours)• Generative AI and Model Deployment: Mastered concepts of generative AI for content creation and learned strategies for deploying and evaluating machine learning models across different platforms. (15 hours 20 minutes)

Data Visualization Course:• Learn the basics of data visualization and how to use Google Sheets for data processing.• Convert data into visuals, tell stories with data, and apply best practices in visualization.• Complete a final exam.Total Duration: 16 hoursPython Programming Course:• Learn Python basics, interact with data, and understand control flow and arrays.• Explore object-oriented programming, Python style guide, and unit testing.• Complete a final exam.Total Duration: 35 hoursMachine Learning Course:• Learn data processing techniques and understand supervised and unsupervised learning.• Study support vector machines, neural networks, and TensorFlow.• Complete a final project.Total Duration: 30 hours

Yogyakarta, Indonesia

Collaborative Python Innovations and Learning for Optimal Technologies.

Surakarta, Central Java, Indonesia

Alumni Association of Al Mukmin Islamic Boarding School 2021 (we say IKA-PPIM, Ikatan Alumni PPIM. PPIM is Pondok Pesantren Islam Al mukmin) is a semi-organization to organize and register alumni.• Collaborate with the deputy secretary to make note summaries after each meeting.• Create 3 design interfaces to manage 200+ alumni data with filtering tables and graph analysis in MS Excel.• Write 2+ Organization documents.

Bengaluru, Karnataka, India

Interning in the field of machine learning with a focus on Cyber Security. Actively involved in a project related to Phishing Domain Detection. Eager to apply academic knowledge in a real-world setting.

New York, United States & Toronto, Canada

• Mentor and guide 100+ interns, ensuring timely updates to the attendance sheet.• Maintain and update 7+ project tracking sheets to monitor progress.• Facilitate daily meetings to coordinate activities and enhance team communication.• Overseeing and sending reminder messages to 120+ Intern Management Chat (IMC) groups, involving 1 intern, 1 squad leader, 1 platoon leader, and HR as well as company management to ensure consistent follow-up. Additionally, assisting interns facing difficulties.

New York, United States & Toronto, Canada

• Collaborate with the team in weekly meetings to discuss project strategies and updates.• Enhance skills in Google Search Console, Google Analytics, and Google Tag Manager by completing 3 tasks.• Making report every Monday to Friday (EST time) for a full 1 month.

New York, United States & Toronto, Canada

• Actively contribute in team meetings every Monday to Friday at 11.30 PM EST to troubleshoot and update.• Working with WooCommerce on WordPress; adding 30+ products, creating 1 contact form page, 30+ single product pages, and more.• Actively completing 7+ tasks and assignments with faster than other interns in 2 months.• Making reports every Monday to Friday (EST time) for a full 2 months.

Islāmābād, Pakistan

• Developed predictive models using Python and Scikit-Learn, focusing on regression and classification.• Implemented a classification model for the Iris dataset to predict flower species with enhanced accuracy. Precision, recall, and F1-score all achieve a perfect score of 1.00 across all iris species (setosa, versicolor, and virginica), indicating flawless classification accuracy.• Constructed a regression model to estimate house prices using features such as location and square footage.

Surakarta, Central Java, Indonesia

IST is a Student Organization from Islamic Boarding School of Al Mukmin. ( Such OSIS).• Organized approximately 50 Islamic boarding school students who became religious teachers (ustadz) in the villages around the Islamic boarding school.• Collaborated with another section (Ta’mir section of the Mosque) to create a competition witnessed by more than 500 students.• Enhanced the disciplinary environment of the boarding school, impacting more than 500 students.• Being a good example for more than 500 younger classmates.

Bachelor Of Technology - Btech, Artificial Intelligence, 3.61

• Completed studies in Algorithm Programming and Object-Oriented Programming, including fundamental concepts and practical applications. •.

Associate Of Science - As, Natural Sciences

Activities and Societies: Santri Pecinta Alam (SAPALA KAMUFISA)

Junior High School

Activities and Societies: Memorizing the Quran, Archery, Teaching Islamic Religious Knowledge, Learn HTML, CSS, and PHP.Pondok Pesantren.