Open to opportunities

Dwi Paranggi Purba

@dwiparanggipurba

Message

I am an Informatics graduate specializing in React web development and AI model optimization.

Indonesia

Message

What I'm looking for

I seek an entry-level role combining React front-end development and ML/AI work in a collaborative, growth-oriented company that values testing, CI/CD, and measurable impact.

I am an Informatics student (graduating Sep 2025) focused on Web Development and Artificial Intelligence, with deep expertise in the React ecosystem and hands-on experience building responsive, tested, and deployable UIs.

For my undergraduate thesis I researched structured pruning and model compression on CNNs, achieving a 94.2% reduction in parameters and a 76.16% reduction in FLOPs on VGG16 with under 2% accuracy loss, and using Optuna to raise baseline peak accuracy to 96.41%.

I have built production-oriented full-stack systems using Laravel and PHP and engineered front-end projects with React, Redux, and modern CI/CD pipelines; an internship project streamlined HR payroll processes and reduced administrative workload by an estimated 25%.

I also bring leadership and teaching experience through student organizations and academic assistance, a disciplined testing-first approach, and a drive to join a collaborative team where I can apply both web development and ML skills to deliver measurable impact.

Experience

Work history, roles, and key accomplishments

AI / Machine Learning Researcher

Institut Teknologi Del

Aug 2024 - Jul 2025 (11 months)

Conducted undergraduate thesis research applying structured pruning to CNNs, achieving a 94.2% reduction in parameters and 76.16% FLOPs reduction with less than 2% accuracy loss; optimized VGG16 and ResNet50 with Optuna to a peak 96.41% accuracy.

Model Compression Pruning CNN TensorFlow Optuna Python Computer Vision

Head of Inventory Division

Del English Club

Sep 2023 - Oct 2024 (1 year 1 month)

Orchestrated inventory operations and implemented a digital logging system that improved inventory accuracy and reduced asset loss by 30%, while producing usage reports to inform leadership resource allocation.

Inventory Management Process Improvement Reporting Logistics

Student Executive Board Member

BEM Institut Teknologi Del

Jun 2022 - Oct 2024 (2 years 4 months)

Organized community outreach and student-welfare initiatives, established partnerships with local organizations to increase engagement, and managed logistics for the annual Spiritual Music Festival.

Event Management Community Outreach Logistics Partnership Development Student Engagement Project Coordination

IT Intern

PT. Tolan Tiga Indonesia

Jun 2024 - Aug 2024 (2 months)

Built a full-stack overtime management web application with Laravel that reduced HR administrative workload by an estimated 25%; maintained IT asset records and configured company laptops for deployment.

Laravel PHP MySQL Full Stack RESTful APIs IT Asset Management Deployment

Academic Assistant

Institut Teknologi Del

Aug 2022 - Jan 2024 (1 year 5 months)

Mentored and tutored up to 30 students in Mathematics and Probability & Statistics, evaluated assignments, and analyzed performance data to identify learning gaps and improve academic support strategies.

Tutoring Data Analysis Mathematics Probability Mentoring Academic Support

Education

Degrees, certifications, and relevant coursework

Institut Teknologi Del

Bachelor of Science, Informatics

Grade: 3.60

Activities and societies: Specialization: Artificial Intelligence (thesis on CNN model optimization); Relevant coursework: Data Structures & Algorithms, Software Engineering, Object-Oriented Programming.

Pursuing a Bachelor of Science in Informatics with a specialization in Artificial Intelligence, expected September 2025. Thesis focuses on CNN model optimization and the program cumulative GPA is 3.60.