Curriculum Vitae
Berlian Safri Prakoso
Industrial Engineering graduate with strong expertise in data analytics (Excel, SQL, and Python)and process optimization. Skilled in developing BRD and FSD/FRD, Successfully implemented AI-powered solutions and streamlined workflows for XL Axiata
September 2024
Universitas Sebelas Maret
S1 • Teknik Industri • IPK 3.57
Agustus 2023
Home Business Digitalization (Process Improvement)
XL Axiata • Magang
• Performed data analytics on payment behaviours and churn risk of customers, identifying 10% eligible for promo adjustments and detecting 10+ fraudulent payment cases, leading to a 5% improvement in customer retention.
• Applied the DMAIC framework and modelled business workflows using BPMN to identify inefficiencies, analyze root causes, and implement business process improvements across 4 divisions, resulting in a 20% reduction in process time.
• Created 4 Business Requirements Documents (BRD) and Functional Specification Documents (FSD) to bridge operational needs with technical development and communicated with stakeholders to ensure alignment.
• Designed an AI-powered chatbot, improving onboarding process and reducing response times by over 90%.
Media
Januari 2023
Warehousing Intern
PT Petrokimia Gresik • Magang
• Conducted data analysis using the Cross-Industry Standard Process for Data Mining (CRISP-DM) framework and built an artificial neural network (ANN) machine learning model to predict optimal fertilizer loading times, providing actionable insights for operational improvements.
• Presented findings to the VP of Warehousing, highlighting limitations in model predictions and recommending improvements to data collection SOPs and auditing processes for enhanced data quality
Januari 2023
Head of Logistic and Consumption
Design Competition for Industrial System and Environment (Descomfirst) 2023 • Organisasi
* Coordinated event logistics for venue setup, accommodation, and catering for 50+ participants.
* Managed logistics and consumption budget for over 20 million, developing multiple budget plans.
* Negotiated with 15+ vendors to ensure timely delivery and cost-effective solutions.
* Supervised logistics and consumption to ensure smooth event execution.
Januari 2022
Head of Research and Development
Laboratory of Industrial System Design and Optimization • Project Base
* Managed PPTI 3 (Relational Database SQL) practicum for 100+ students
* Introduced Python programming at INVENTOR 2022 to 130+ new students.
* Managed the 2023 Computer Programming practicum, creating 10 modules, assignments, quizzes, and a final project for 130+ students.
* Researched machine learning and AI (LLM) to create 3 educational Instagram posts for the POSI lab.
* Led training sessions on Autodesk Inventor for over 130 Industrial Engineering UNS students.
* Managed PPTI 1 (Mechanical Drawing) practicum for 100+ students, focusing on module development and improvement
* Conducted internal training for 17 POSI lab assistants
Januari 2022
President
Industrial Community of Product Design (ICON) • Organisasi
• Founded and established the organization’s structure, administration, and inaugural programs, leading a team of 40 members across 2 divisions.
• Organized 2 training programs on 3D CAD design and proposal writing, enhancing members' product innovation skills.
• Facilitated 4 team delegations to an international competition, securing funding and providing mentorship for success.
Januari 2024
Six Sigma Principles
Kennesaw State University • HC1I8Y9OXDRQ
Media
Januari 2024
Excel Fundamentals for Data Analysis
Macquarie University • AV1GFAH7EVC8
Media
Januari 2023
Machine Learning Specialization
Stanford University • WLPG8CR8M9HE
Media
Januari 2023
DeepLearning.AI Tensorflow Developer
DeepLearning.AI • TG46AJLEQGFF
Media
Januari 2023
TensorFlow: Data and Deployment
DeepLearning.AI • 8FXUU5KX8QKM
Media
Januari 2023
Mathematics for Machine Learning
Imperial College London • G4R2WKHR3RP2
Media
Agustus 2022
Belajar Dasar Visualisasi Data
Dicoding Indonesia • MEPJE3254X3V
Januari 2022
Finalist of Descomfirst 2022
Design Competition for Industrial System and Environment (DESCOMFIRST) 2022 • 1808/UN27/08/TV/00/2022
Became a finalist in the 2022 Descomfirst product design competition with the theme Innovation of Safe and Practical Equipment for Pregnancy