Mohammad Ripan account profile
Personal details
Mohammad Ripan
Highlights
IBM IBM Data Science Professional Certificate
IBM IBM Data Science Professional Certificate
DeepLearning.AI DeepLearning.AI TensorFlow Developer Professional Certificate
Highlights
IBM IBM Data Science Professional Certificate
IBM IBM Data Science Professional Certificate
DeepLearning.AI DeepLearning.AI TensorFlow Developer Professional Certificate
Work preferences
Desired roles
Data Scientist
Additional info
Links & Resume
Data Scientist and Machine Engineer responsible for building a model, model deployment, A/B testing, and analysing the data. I have several years of experience in making machine learning models into production and using deep learning to build an application, both in Cloud and Edge. I have familiarity with agile development, using scrum for planning and building fast test-driven software. I have won several competitions during my years of studying.
Experience
Projects
Applied Data Science Capstone
Data acquisition via API, exploratory data analysis (EDA), machine learning model creation, model selection, and making a presentation for the stakeholders.
•5 weeks of study, approximately 45 hours in total (10-15 hours/week for the later modules)•Completed December 2023
Work history
Back End Developer / Engineer at KB Financial Group
(November 2023 - Present)
- Actively collaborated with frontend and backend engineers to develop a comprehensive Supply Chain Finance (SCF) and Business Continuity Management (BCM) system. - Identified and resolved complex bugs in existing queries using Oracle, enhancing system efficiency and reliability. - Developed and implemented new, optimized queries and stored them as procedures, significantly improving system performance. - Contributed to the development of the Business Continuity Management system.
Machine Learning Engineer at MAPID
(July 2023 - August 2023)
- Spearheaded the development of an NLP-based article recommendation system. to enhance user experience by suggesting a similar article. - Pioneered a clustering of vast public dataset collection. Implemented an algorithm to group and categorize a diverse dataset. - Developing a sophisticated sinusoidal prediction model that greatly improved the accuracy and reliability of water detection devices.
Machine Learning Engineer at Embedded Research Group
(September 2019 - October 2023)
- Orchestrated data science and analytics strategies for project Mooid, securing national recognition and success. - Engineered advanced machine learning solutions and streamlined DevOps for project Rivest, achieving unprecedented ASEAN-level victory. - Pioneered an AI-powered game integrating speech recognition, transforming the landscape of singing education. - Proven record in innovative machine learning and deep learning research.
Education
Credentials
Computer University Of Indonesia
Bachelor's degree in Computer Science, graduated October 2023
September 2019 - October 2023
IBM IBM Data Science Professional Certificate
Completed November 2023
IBM IBM Data Science Professional Certificate
12 month program • Completed November 2023
