Ikhwananda R.

Key Skills

Software

Roboflow

Scale AI

Top Subject Matter

Advanced AI engineering and machine learning

Credit risk prediction using machine learning

Big data analytics in pharmaceuticals

Top Data Types

Document

Top Task Types

Fine-tuning

Data Collection

Freelancer Overview

AI Engineer Cohort (Scholarship Program) at Laskar AI. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor, Universitas Muhammadiyah Malang (2024) and AI Foundations Associate, Oracle (2025). AI-training focus includes data types such as Computer Code, Programming, and Document and labeling workflows including Fine-tuning, Evaluation, and Rating.

Labeling Experience

Data Scientist Project-Based Internship at id/x partners

Developed a machine learning model to predict credit loan risks for customers as part of a project-based internship. Performed dataset analysis to extract useful insights and improve model accuracy during iterative development. Worked on risk prediction modeling tasks focused on predictive performance improvement. • Built a credit loan risk prediction ML model • Conducted exploratory dataset analysis • Used insights to refine features and improve accuracy • Validated and iterated on model results for better performance

2025 - 2025

AI Engineer Cohort (Scholarship Program) at Laskar AI

Fine-tuning

Participated in an AI engineering cohort scholarship program emphasizing hands-on implementation of advanced AI concepts. Built and applied machine learning workflows to develop AI-related solutions under the program curriculum. Focused on improving practical engineering skills rather than generic software work through structured learning and project tasks. • Implemented and iterated on AI engineering components • Applied ML concepts to build solution prototypes • Followed cohort-guided learning and practical exercises • Delivered results aligned to the program’s AI engineering objectives

2025 - 2025

Freelance Data Forcing at TU Universitas Muhammadiyah Malang

DocumentData Collection

Handled internal campus data management tasks with responsibilities including data cleaning and auditing. Performed systematic corrections to maintain database integrity and improve dataset reliability. Focused on ensuring data quality to support downstream analytics and database use. • Audited and validated internal data • Performed data cleaning and corrections • Ensured integrity and consistency of database records • Supported reliable dataset maintenance for analytics use

2023 - 2023

Project-Based Virtual Intern: Data Scientist at Kalbe Nutritionals x Rakamin Academy

Data Collection

Completed a project-based virtual internship focused on data science applications for the nutrition industry. Applied data science practices to support project deliverables tied to industry-specific use cases. Coordinated learning and project execution to advance practical data science skills. • Worked on data science project deliverables for nutrition domain • Applied analysis to support project objectives • Supported data-driven outcomes for the internship • Followed project-based learning structure and milestones

2023 - 2023

Kimia Farma Big Data Analytics Project-Based Internship at Kimia Farma Dawaa Co. Ltd.

Participated in a specialized big data analytics internship within the pharmaceutical industry. Managed and analyzed large-scale data to derive business-relevant insights and support analytics outcomes. Applied practical big data handling and analysis practices as part of the program learning objectives. • Worked with large-scale pharmaceutical datasets • Performed big data management and analytics tasks • Extracted insights to inform analytics outcomes • Supported analytical workflows within the internship program

2023 - 2023

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Education

Work History