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Founder

Berdata

Berdata provides the latest information about data science and related fields with up-to-date blogs and educational material in Bahasa, Indonesia.

We also provide services to fulfill your data science and machine learning model needs, including:

- Data Analysis and Visualization
- Predictive Modeling and Machine Learning
- Business Intelligence (BI) Solutions
- Generative Artificial Intelligence and Deep Learning Solution Development
- Data Strategy and Consulting
- Optimization and Automation
- Training and Workshops

Arif Analytics

As the Lead Data Scientist and Startup co-founder, I oversee the data science team and steer the direction of the AI product. I will also collaborate with the other departments to ensure the AI product is on the right track.

My responsibilities including:
• Led the development of Data Science Dashboard features, including Data Visualization, Speech-to-Text, and Statistical Analysis, and enhanced the platform with LLM-powered Retrieval-Augmented Generation (RAG) and Agent capabilities
•Produce Product Requirements Document (PRD) and ensure the direction of AI product following the company vision.
•Managing the AI product usage and the cost incurred related to the AI activity.
•Collaborated with the team members to achieve target results and meet deadlines. Validate the timeline with the developer teams.

Lead Data Scientist (Generative AI/ LLM)

Stealth Startup

As an AI Engineer, I specialize in developing advanced AI products that leverage both open-source and closed-source LLM services. The product focuses on validating the business and connecting with the investor with AI.

My responsibilities including:
• Develop Financial-AI powered application with both open-source and closed-source LLM services.
• Implement AI models’ architecture and ensure the AI product met the company vision.
• Ensure AI models seamlessly integrated with the existing system.
• Translate the business requirement into necessary solution required from the application.

AI Engineer (Generative AI/ LLM)

KDnuggets

Contributing Writer

Allianz

•Generate Data Science end-to-end working framework for the company and implement MLOps design within the framework. End-to-end means from understanding the business problem to the model monitoring.

•Successfully implemented and supervised various Machine Learning model to improve the business quality, including:

    o Successfully implemented and supervised Propensity-to-Buy Machine Learning models in several business lines to meet the business target and achieved close to 150% of the Annual Target.
   o Develop a customer segmentation model and analyze the segment data to provide insight into actions suitable for each segment. The action insight is used to support the Propensity-to-Buy project.
   o Successfully implemented and supervised Churn Prediction Machine Learning models to avoid customer loss. Help decrease churn rate by 3%.
   o Technical Project Leader for Fraud Detection Model Project in 2024 that help improve claim fraud business pipeline.

•Leading teams of data scientist junior for the Machine Learning Project and educate the teams to be more independent

•Educate the company regarding the benefit of Data Science and Machine Learning to bridge the business and technical requirement

•Develop Microstrategy Business Intelligence Dashboard for Business User based on the Machine Learning project

•Implement the ML Cloud-Based Services AWS within the company, specifically for end-to-end data science use cases (In progress)

Data Scientist Assistant Manager (ML / LLM/ MLOps)

- Working day-to-day on the data project within the business to increase the business values of the company using the power of the data
- Harnessing the power of Machine Learning within the company department depends on the business user requirements. 
- Educate people for the AI and Machine Learning benefits to the Business user

Data Scientist Supervisor

Purwadhika Startup School

•	Successfully conducting a classroom session for Data Science Course with participants both from a professional industrial background (Banking, Finance, HR, Math, Marketing, etc.) and Fresh Graduate. 

•	Responsible for creating the Data Science teaching material and successfully implemented this material in the teaching session. Material including Python Programming Fundamental, SQL Fundamental, Data Science Analysis Methodology (Focus in Statistical Analysis and Visualization Analysis), and Machine Learning for Data Science. 
 
•	Responsible to supervise the social media analysis project. Currently in progress of the sentiment analysis project. Future project plan including customer segmentation analysis and forecasting.

Head of Data Science

Potentialpark

•	Auditing career website from a various company and provide feedback to the team leader
•	Gained experience in detail work and teamwork

Auditor

Department of Cell and Molecular Biology, BMC, Uppsala University

•	Assisting ongoing research by planning research plan, documenting research progress and analysing the research data
•	Establishing a Standard Operational Procedure for one of the research at the laboratory

Summer Research Assistant

Level up Your ML Game ❤️️| Writing a Lot | Data Mentor

🔹 I turn data into ROI for businesses by designing AI systems that solve high-impact problems—from fraud detection to customer retention. With 6+ years leading enterprise data science teams (like Allianz) and deploying LLM-powered tools, I bridge the gap between technical teams and business stakeholders.

🔹 I've written 500+ articles for platforms like KDNuggets, Machinelearningmastery, Towards Data Science, and Non-Brand Data (2M+ monthly readers), breaking down complex AI/ML concepts into actionable insights. My content isn't just theory—it's battle-tested from projects like:
✅ Propensity models that drove 150% of Allianz’s annual revenue targets
✅ Fraud detection systems reducing losses by 7-figure margins
✅ LLM chatbots with RAG that cut customer support costs by 30% 

🔹 Now, I help professionals and companies:

👉Consulting: Machine Learning Pipeline, LLM product design, and AI strategy.
👉Mentorship: Transition into data science careers via 1:1 coaching (100+ mentored since 2019).
👉Content: Partner with brands for technical articles, workshops, or whitepapers.

Let’s collaborate if you need:

📌A pragmatic AI consultant who ships code, not just slides.
📌A technical writer to simplify AI/ML for your audience.
📌A mentor to fast-track your data science career.

📩 DM me for consulting inquiries, mentorship slots, or content partnerships.

Cornellius Yudha Wijaya

PT. Petromine Energy Trading

Manage full-cycle procurement of materials and services, including Capital Equipment, Spares, MRO and Service Contracts to support the business activities in accordance with company policies.

• Review requisitions and collaborate with end users and other departments to ensure alignment with requirements.
• Issue RFQs and POs, and negotiate with vendors on pricing, availability, and delivery.
• Lead tendering processes and establish long-term supply agreements.
• Evaluate bids, conduct commercial and technical reviews, negotiate within budget, select vendors, and recommend awards.
• Produce monthly procurement reports covering project procurement updates, spend analysis, and contract management.
• Identify high-value materials and services for Master Agreement recommendations.
• Manage supplier registration in ERP and facilitate periodic supplier evaluations.
• Analyze long-term agreements and provide recommendations on budget consumption and vendor alternatives.

Procurement Staff

Bumi Energi Nabati

Collaborate with key stakeholders including the Business Development Manager, Chief Financial Officer, and Project Manager to execute biodiesel project.

Business Analysis Role:

• End-to-end Data Analysis: Gather, process, clean, and transform raw data related to palm oil and biodiesel into insightful visualizations and slides.
• Prepare progress reports and decks for presentation to the board of directors to provide project updates.
• Create and manage comprehensive database of commodities for the biodiesel project, including biodiesel and petrodiesel price indices, palm oil derivatives prices, and palm oil statistics in Indonesia.
• Provide critical data and visualizations for the Feasibility Study, such as commodities prices, plant utilization, and energy outlook in Indonesia.

Business Development / Procurement Role:

• Build and manage relationships with external stakeholders such as contractors, vendors, suppliers, and consultants.
• Generate leads for project consultants, vendors, and material suppliers for the biodiesel project.
• Conduct a thorough Tender Process by assessing bidders and tender scope, creating comparisons, and giving evaluations from commercial and technical aspect. Past tender works including Project Management Consultant, FEED, EPC Contractors, Soil Investigation, Logistics & Forwarder, among others.
• Assist the legal department in obtaining permits for the biodiesel project, such as NIB, environmental permit (PKPLH), building permit (PBG/IMB) and flight-safety permit (KKOP Recommendation), among others.

Business Development Officer

Bakrie Renewable Chemicals

• Reviewed technical proposals from four biodiesel licensors for the biodiesel project.
• Coordinated with business development head to execute two palm-waste utilization projects.

Procurement Professional with a proven ability to build and optimize procurement functions from the ground up. Skilled in developing and implementing efficient procurement strategies and processes. Possessing a strong foundation in strategic sourcing, contract negotiation, and supplier management.

Adept at leveraging data analytics and business analysis to drive informed decision-making and identify opportunities for process improvement.

taplio

The Battle

Cornellius Yudha Wijaya

Alfikri Ramadhan

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