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Feraldo LorenzoFL
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Feraldo Lorenzo

@feraldolorenzo

Data Analyst specializing in growth experiments, segmentation, dashboards, and real-time fraud analytics.

Indonesia
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What I'm looking for

I’m looking to join a team where I can build analytics that directly impact growth and risk—running rigorous experiments, strengthening dashboards, and using real-time data to reduce fraud and improve decision-making.

I’m a Data Analyst focused on turning complex, domain-level data into decisions that move business outcomes. I partner with Product, Marketing, Business, and C-level stakeholders to deliver deep-dive analyses, monitoring dashboards, A/B tests, and actionable insights across key funnels.

At Superbank, I’ve been a strategic analytics partner across Lending, Collections, and Fraud domains—driving growth initiatives like funnel analysis (including a joint project with OVO to boost loan applications) and user segmentation to improve survey targeting and high-quality user acquisition. I also lead real-time fraud response, where I minimized financial impact and cut handling time by 80% through swift data collection and actionable insights.

Previously at Traveloka, I analyzed users’ behavioral data to improve experiences across Homepage Feed & Merchandising, Universal Search, Traveloka Explore, Livestream, Saved Items & Reward Zone. I ran end-to-end experiments (including pre-analysis, monitoring, post-analysis, and causal inference when needed) and reported results to multinational stakeholders—helping increase monthly CTR on the homepage by 16% and attributing net revenue by 35% through homepage content recommendation.

Earlier, I built analytics capabilities at Tokopedia and supported seller growth through segmentation using K-Means Clustering and personalized seller onboarding. My internship experience at OVO and Pinhome strengthened my ETL/automation and reporting foundation using Airflow and dashboarding to support finance, compliance, and managerial decision-making.

Experience

Work history, roles, and key accomplishments

SU
Current

Data Analyst Specialist

Superbank

May 2024 - Present (2 years 3 months)

Served as a strategic analytics partner across Lending, Collections, and Fraud, delivering deep-dive analyses, monitoring dashboards, A/B tests, and business insights. Led real-time fraud response and supported growth initiatives including funnel analysis, segmentation, and faster handling through actionable insights.

Tokopedia logoTO

Data Analyst

Tokopedia

Jul 2021 - Jun 2022 (11 months)

Provided subject matter expertise for Shop Services and Shop Onboarding through deep-dive analysis and metric monitoring dashboards. Built user segmentation using K-Means clustering and led a personalized seller onboarding project using performance and survey analysis.

OVO logoOV

Business Intelligence Intern

OVO

Mar 2021 - Jul 2021 (4 months)

Collaborated with Finance, Compliance, and AML teams to analyze transaction data for monthly reporting to external parties such as Bank of Indonesia. Enhanced daily cash balance reporting and performed ETL/automation for daily and monthly tasks using Airflow.

Pinhome logoPI

Data Analyst Intern

Pinhome

Dec 2020 - Mar 2021 (3 months)

Analyzed properties, agents, services, and revenue data, creating automated daily reports for managerial understanding. Built interactive dashboards and established analytics foundations including documentation, monitoring templates, and daily report automation for long-term system use.

Education

Degrees, certifications, and relevant coursework

Institut Teknologi Bandung logoIB

Institut Teknologi Bandung

Bachelor of Science, Mathematics

2017 - 2021

B.Sc. in Mathematics from Institut Teknologi Bandung (2017–2021), with coursework and familiarity in SQL, Python, R, Tableau, Google Data Studio, and Microsoft Office.

Tech stack

Software and tools used professionally

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