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POLITEKNIK ELEKTRONIKA NEGERI SURABAYA

D4 • Teknologi Sains Data • IPK 3.78

Agustus 2024 - Januari 2025

Data Scientist - Jakarta

Verified intern of

PT Telekomunikasi Indonesia (Persero) Tbk • Magang

Januari 2024 - Juni 2024

Surabaya Regional Drinking Water Company (PDAM) • Magang

• Enhanced customer service and data management through innovative AI solutions, creating intelligent systems that streamlined operations and improved service efficiency
• Developed a Customer Service Chatbot utilizing Large Language Models (LLMs) to automate customer service, fine-tuning text-to-text models using Hugging Face Indonesian, significantly reducing response times and enhancing service efficiency
• Executed Sentiment Analysis on customer reviews by fine-tuning LLMs using real customer review data to classify sentiments into positive, neutral, and negative, improving model accuracy and relevance
• Developed a comprehensive data platform powered by generative AI to support better decision-making and insights, fine-tuning models to ensure precise and relevant query responses, leveraging Hugging Face's Indonesian LLM

September 2023 - Desember 2023

Wates District Government, Blitar Regency • Project Base

• Created Power BI dashboards for agricultural data and predicted crop planting times with 96% accuracy using TensorFlow and Keras
• Utilized geospatial data to optimize food production, resulting in tailored recommendations for the best crops in each regional mapping
• Presented the dashboard and recommendations to local government agencies and the Wates sub-district farming community, facilitating data-driven decision-making and agricultural planning

Juli 2023 - September 2023

Al-Falah Social Fund Foundation (YDSF) • Project Base

• Developed and implemented a real-time dashboard to visualize social fund data with Power BI, improving fund allocation efficiency
• Analyzed data for predictive modeling and classification, enhancing data-driven decision-making processes
• Created a comprehensive tutorial guidebook and facilitated training sessions on dashboard creation for stakeholders

Juli 2022 - Agustus 2022

E-Government Summit • Organisasi

• Collaborated with the Indonesian Ministry of Communication and Information (KOMINFO) by organized exhibitions and workshops
• Facilitated the development of 3 innovative products enhancing government processes

Februari 2022 - Sekarang

Himpunan Mahasiswa Teknik Informatika (HIMIT) PENS • Organisasi

• Led the organization of the UI/UX Designer Seminar as Chief Executive, attended by 325 students from 28 universities across East Java. Ensured 87.3% of participants understood the material and profession of a UI/UX Designer, achieving a satisfaction score of 4.25/5
• Directed the 2022 Digital Skills Bootcamp as Chief Executive, providing hard skills training in informatics, design, and data science to 113 PENS students. Improved participants' understanding and insight by 70%, with a satisfaction level of 4/5
• Executed the 2022 ITDS Insight event as Chief Executive, introducing technology community activities on campus. Engaged 140 students, with 95% expressing interest in joining the technology community
• Secured financial support as Head of Sponsorship Division for HIMIT FEST 2022, raising ten million rupiah from nine companies
• Organized the Operational Division at the Succession as Head of Division, preparing facilities and infrastructure for online activities
• Selected participants for IT-based business competitions to identify the top 10 teams based on business and innovation
• Speaker for the "Mastering the Technique of Data Mining and Data Story Telling" and "Starting Point Becoming a Champion" at the Electronic Engineering Polytechnic Institute of Surabaya (PENS)
• Emceed the HIMIT Sharing Center seminar events, engaging students and industry and HIMIT Sharing event, facilitating sharing activities at an orphanage in Surabaya

September 2023

4th Winner of Data Mining GEMASTIK XVI -

Pusat Prestasi Nasional, Ministry of Education, Culture, Research, and Technology • 25852/PPN/DIKTI/2023

• Conducted in-depth research and authored a paper on Enhancing Cultural Tourism in Indonesia through Prototypical Networks for Few-Shot Learning: A Case Study of Hindu-Buddhist Temples
• Utilized deep metric learning and few-shot learning algorithms to achieve high-accuracy image classification with limited datasets. Developed a system recognizing and classifying Hindu-Buddhist temple architectures

Media

Agustus 2023

2nd Winner of Innovation Competition TIK FESTIVAL 2023

HIMATIK Jakarta State Polytechnic • 087/PL3.13/SRT/TIKFEST/HIMATIK PNJ/VIII/2023

HIMATIK Jakarta State Polytechnic
• Created a carbon recording platform for daily activities with the tagline "Optimize your travel route and reduce carbon emissions" on a mobile basis
• Developed an app calculating the carbon footprint of different travel options, helping users choose the most environmentally friendly routes

Media