Data scientist

Home

People

Data scientist

ID : 1538

Education level : Other

Work experience level : Associate- (1-2 year experience)

Work experience in total : Years

Job type : Online

Job time : Maandelijks

Last date of registration :

2022-12-25

As a data scientist, my daily work is applying math, statistical method, machine learning and deep learning to solve business problem. With an ability to discover insight, I can use data to enhance business logic and create value.

Associate Data Scientist - ZaloPay - (May 2022 - current)

End of month revenue prediction, based on daily product value.
Best homepage testing with multi arm bandit.
Apps recommendation for millions of users.
Convert from map card users to payment users.
Uplift cold start users to higher level.
Feature engineering:
- Session separation
- Trending mini-apps recognition
- Time series feature on cashiers
- Time series feature on UI interaction
- Statistical feature on payment history
- Voucher-notification pair matching (TF-TDF, vector embedding)
- Relational mining (Graph mining, GNN)

Intern Data Scientist - Be group - (October 2021-May 2022)

Drop Off Recommendation: Large scale recommendation system for trip destination, approximate 1M trips per day.
- Bayes (Production): Average 32% accuracy.
- Grab Drop Off: Origin aware next destination prediction Multi Dispatch: Real time dispatch riders for drivers an effective way, maximum 5s latency
Be Map Analysis: Analyze Be map effectiveness, driver's and rider's behaviors, anomaly detection (GDA)
Food Search: Using FastText to search item in database.
Dynamic Pricing: Based on current demand, supply and surge at a current geofence, predict number of success trips after 5 minutes.

ML-ops
Software development
Database management (MySQL, Arango DB)
Dashboard creating and monitoring (Grafana)
AB testing
Big data (Hadoop, Spark)
Cloud (Big Query, Oracle)
Docker, Kubernetes
API deployment

CertNexus Certified Ethical Emerging Technologist
Statistics with Python
Computer Communication
Silver medal in 30/4 competitive programing
Odon Valley Scholarship
2 years continuous in province's team join national competitive programing
1st, 2nd prize in province's contest

Meer person

ID : 2042

Associate Software Engineer

Education level: Bachelor's degree

Work experience level: Intermediate- (2-4 year experience)

ID : 2041

System Engineer IT

Education level: Bachelor's degree

Work experience level: Experienced- (4-7 year experience)

ID : 2040

Associate Engineer

Education level: Bachelor's degree

Work experience level: Associate- (1-2 year experience)

ID : 2039

Intern

Education level: Bachelor's degree

Work experience level: Beginner- (internship- 1 year experience)

Data scientist

Meer person

Mis geen enkele belangrijke kennisgeving houd jezelf update