CONTACT

Email: adwixf@r.postjobfree.com

Phone: 090-***-****

DOB: 12/12/1991

Gender: Female

EDUCATION

● 2009-2013:

Hanoi University of Science:

Bachelor of Mathematics.

Score 3.2/4

● 2013-2014:

John von Neumann Institute:

Probability and Advanced

Statistics Course for Data

Science.

Score: 9.25/10

SKILLS

Technical Skills:

● Programming Language:

SQL, Python, Spark, Excel

VBA, Tensorflow, Bash

script

● Database: Google Big

Query, SQL Server, Oracle

● BI tool: Looker, PowerBI,

Excel.

● Data Pipeline

Management: Airflow.

Analytical Skill:

● Statistical Analysis,

Predictive Analytics

● Data visualization applied

to Business Intelligent.

● Machine Learning

techniques: Clustering,

Association Rule,

Regression, Decision Tree

& Random Forest

Additional:

● Recommendation system

(Collaborative Filtering,

Content-based Filtering)

EXPERIENCES

TIME POSITION COMPANY

Feb 2021 - Ongoing Senior Data Analyst PropertyGuru VN Apr 2019 – Feb 2021 Data Scientist VNG Corporation Aug 2018 – Apr 2019 Data Analyst VINID

Feb 2015 – Aug 2018 Senior Data Analyst Home Credit Feb 2021 – Ongoing: Senior Data Analyst – PropertyGuru Vietnam Apart of PropertyGuru Group, batdongsan.com.vn is the online platform sharpening the Vietnam Real Estate industry

● Deep learning & Machine learning model:

Listing Recommendation system.

Simple Search Recommendation system.

Bot detection.

User Segmentation.

● Data Exploration and Analytics:

Explore the consumer behavior for better user experience, engagement and conversion.

Collect insight to support various business aspects (Seller, Consumer, B2B), aim to YoY up to 30% higher revenue.

Evaluate performance of new features via many different qualitative and quantitative methods. Analyze the cannibalization and give recommendations.

Interpret pattern and trend, give actionable insights and recommend action items.

● Business Intelligent: for Health Management: Define the key metrics and Build dashboard to monitor the business performance.

● Build Data Pipeline: Create data pipeline for various tracking purposes, transform data from unstructured raw data to fine structured data for analysis, BI.

Apr 2019 - Feb 2021: Senior Data Scientist – VNG Corporation Top Technology Company in Vietnam, offer a wide range of products and services: Payment, Online games, Zalo and Cloud.

● Text mining: Analyze unstructured textual data and applied data mining and machine learning techniques for classification.

● Analyze and classify users by occupation for targeting operation and monetization campaigns.

● Segment Zalo users with the aim to recommend potential group to target different campaigns.

● Create compelling narratives about User in various feature of Zalo PC to give insight and actionable items for feature acquisition and retention.

● Initiate dashboard to monitor the health metric. Interpret and investigate if having any abnormal issues.

● Build procedures and pipelines to collect and aggregate data from various sources for multi purposes like report or analysis.

● Machine Learning Model

● Google Cloud Platform

LANGUAGES

● Vietnamese (Native)

● Good English skill

LEARNING ONLINE

COURSES

● Data Analysis and

Statistical Inference

(www.datacamp.com)

● Machine Learning

(www.coursera.org)

● Mathematics for Machine

Learning Specialization

(www.coursera.org)

Aug 2018 – Apr 2019: Data Analyst – VinID

Currently One Mount Group, is largest technological ecosystem that creates solutions along the entire value chain, starting with retail, distribution, real estate and financial services.

● Apply machine learning techniques such as Association Rule into the dataset of Vinmart to find the favorite combo list or items which are frequently bought together, to support cross-sell campaigns.

● RFM User Segmentation.

● Feature Engineering: Create features to support data scientist to build and improve machine learning model

Feb 2015 – Aug 2018: Senior Data Analyst – Home Credit An international consumer finance provider, officially operated in Vietnam since 2008, has become one of the leading consumer finance company with a network of 11 million customers

● Create report to monitor debt collection and fraud detection performance using advance excel and VBA

● Detect fraud cases and discover the concentration of fraud in any region or sale.

● Analyze the fraud detection performance and evaluate the effectiveness

● Data warehouse: Build SQL Procedure to transform data from raw data to data warehouse for report and analytics. Ensuring the correction of data.

● Develop VBA tool to help reducing the manual workload for team members

Contact this candidate