Kittipat S.

Key Skills

Software

Other

Top Subject Matter

Customer analytics

churn prediction

chatbot analytics

Top Data Types

Computer Code Programming

Top Task Types

Classification

Freelancer Overview

Data Scientist Intern (Win-back campaigns, churn ML, chatbot data analysis) at BOTNOI GROUP. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Thammasat University (2025). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Classification.

Labeling Experience

Data Scientist at Siam Piwat (segmentation analysis, association metrics, campaign insights)

OtherClassification

Performed data science analysis to identify key customer segments and support campaign and promotion strategies using extracted datasets. Conducted market basket analysis by computing association metrics such as support, confidence, and lift from purchasing patterns. Developed dashboards to communicate performance and segmentation insights to stakeholders and campaign teams. • Executive Power BI dashboards for user activity and retail spending • Campaign performance analysis by type and user segments (acquisition, budget utilization, ROI) • Market basket analysis with support/confidence/lift to find purchasing patterns • Automated internal data request system to deliver processed datasets

2025 - 2025

Data Scientist Intern (Win-back campaigns, churn ML, chatbot data analysis) at BOTNOI GROUP

OtherClassification

Built machine-learning workflows to segment customers and predict churn using behavioral and transactional data. Developed clustering-based approaches to identify churn risk segments for targeted win-back campaigns. Analyzed AI chatbot service data by segmenting user patterns and detecting anomalies for product insights. • Churn prediction model development and evaluation (reported ~70% accuracy) • Customer segmentation and re-engagement strategy support • Clustering to derive risk segments • Anomaly detection in chatbot-related user data

2024 - 2024

Education

Work History