Summary
Overview
Work History
Education
Skills
Software
Work Availability
Certification
Timeline

Lenny Hendrawati

Lead Data Scientist
Jakarta,JK

Summary

Well-qualified Data Scientist who have in-depth experience in industry of banking and information technology in Indonesia for more than 6 years and performed variety of business analysis and risk analytics solution implementation for financial services industry. Skilled in predictive modeling, data mining and hypothetical testing, managing projects on market research, risk management, campaign analysis and performance management implementation.

Overview

2
2
Certifications
5
5
years of post-secondary education
8
8
years of professional experience

Work History

Lead Data Scientist

id/x partners
Jakarta
04.2017 - Current

Application Scorecard development for top local banks

  • Develop robust more than 10 credit scoring models for mortgage, personal loan and credit card at 4 top banks.
  • Collaborated with customer, identifying and gathering analytical requirements for customer, product and projects needs.
  • Analyze system information debtor data (SLIK) to build customer segmentation.
  • Build data review and project parameter that contains data availability and quality, definition of project parameter and segmentation.
  • Build roll rate analysis to determined good bad definition.
  • Scorecard development based on agreed assessment.
  • Scorecard monitoring to assess its performance throughout the time using population stability report & performance report.
  • Enhance data mining and analytics activities, including model development, implementation, and validation.
  • Analyze and assisted the business for improving the end to end underwriting procedure for various loan banking and insurance product such as credit card, mortgage, secured loan, unsecured loan, etc.

Behavior/Collection Scorecard development for top local banks Indonesia

  • Developed robust behavior and collection scoring models.
  • Assisted the business in formulating portfolio management strategy to improve the portfolio performance and minimize the non-performing loan.
  • Helped the business to optimize the preventive and proactive actions in limiting credit loss exposure.
  • Help the business to optimize its portfolio with limit increase analysis and other campaign analysis.

Propensity Scorecard development for top local banks Indonesia

  • Developed robust propensity scorecard model.
  • Determined take up analysis based on pervious customer loan behavior.
  • Analyze customer transaction and spending pattern to forecast customer segmentation.
  • Helped the business to optimize the offering to potential customer that need certain product.
  • Analyze the relation and effect between risk and propensity to maximize the portfolio management and minimize the risk of non-performing loan

Risk actuarial for top insurance company

  • Build data review and project parameter that contains data availability and quality, definition of project parameter and segmentation.
  • Risk segmentation for loss prediction and risk premium
  • Enhance data mining and analytics activities, including model development, implementation, and validation.

Secretary

Bauing Construction Group Indonesia
Jakarta
12.2015 - 01.2017
  • Arrange director schedule for whole week.
  • Make a reservation for company event such as hotel, flight, event, etc.
  • Translate some Chinese or English document to Indonesia or vice versa.
  • Keep a good relationship with some company’s partner.

Junior Data Scientist

id/x partners
Jakarta
08.2012 - 11.2015

Business Analyst

PT. BCA, tbk
Jakarta
05.2011 - 08.2011
  • Manage monthly project especially for internet banking.
  • Manage the whole schedule for development and change request module process including UAT and implementation process.
  • Conducted interviews with key business users to collect information on business processes and user requirements.
  • Documented business processes and analyzed procedures to align with changing business needs.

Education

No Degree - Chinese

Shenyang Aerospace University, Shenyang, China
09.2011 - 07.2012

Bachelor of Technology - Computer Science

Bina Nusantara University, Jakarta, Indonesia
06.2007 - 07.2011
  • Graduated with 3.06 GPA
  • Majored in Database
  • Member of Bina Nusantara Mandarin Club (BNMC)
  • Elected to Vice of Technology Division for BNMC in 2018
  • Mentor at Student Advisory Centre

Skills

    Statistical analysis

undefined

Software

SAS Base

SAS Enterprise Guide

SPSS Statistics

SPSS Modeler

R

Data Robot

GCP

Python

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
swipe to browse

Certification

SPSS Statistics Level 1 v2, IBM

Timeline

PROFESSIONAL DATA ENGINEER, Google (GCP) - 2 Years

09-2020
Lead Data Scientist - id/x partners
04.2017 - Current
Secretary - Bauing Construction Group Indonesia
12.2015 - 01.2017

SPSS Statistics Level 1 v2, IBM

04-2015
Junior Data Scientist - id/x partners
08.2012 - 11.2015
Shenyang Aerospace University - No Degree, Chinese
09.2011 - 07.2012
Business Analyst - PT. BCA, tbk
05.2011 - 08.2011
Bina Nusantara University - Bachelor of Technology, Computer Science
06.2007 - 07.2011
Lenny HendrawatiLead Data Scientist