Eric Tai

- Led the development of advanced AI-driven products, spearheading initiatives from conceptualization to deployment, ensuring alignment with strategic business objectives. - Expertise in model optimization and inference, with a focus on orchestrating Large Language Models (LLMs) to enhance performance and scalability. - Designed innovative AI product solutions, leading cross-functional teams in the execution of complex projects that met rigorous technical specifications and business requirements.

- Reinvent business analytics pipeline with management level of each BUs - Product owner of documents intelligence service and lead the AI development in group level - Product manager of various data products

- Report to Chairman's Office - Provide Strategies, Actions and Analysis in Group Level with related parties such as Mall Managment Team, SmarTone, YATA, KMB, The Point - Experience in delivering solutions from integration of Telco data, Customer Profile, Transaction Data, Image Data and Text Data - In charge of: *Mall Landscape Analysis *Deriving behaviors from Telco data *Campaign Analysis & Deliver Campaign Target list *Customer Segmentation (can hundred of segments in terms of lifestage, interests, behavior and demographics) *Bus Maintenance Optimization *OCR & NLP on cars and receipts

- Team Lead on data science projects - Recommendation Engine end 2 end deliver - Credit Analytics supports and feature engineering - Hadoop; Hive; Spark; MongoDB - Python; PySpark - Text Mining (NLP, POS Tagging) - Spatial & temporal analysis with geohash - Machine Learning Pipeline [preprocessing, classification, hyperparameters tuning] - Data Preprocessing [Sourcing, Crawling, Cleansing and Parsing] - Data Fusion/ Integration with internal and external data

1. Big Data Platform 2. SAP HANA (Smart Data Streaming, CCL, Predictive Analytics, SQL, PAL) 3. Machine Learning 4. Predictive Model Demo 5. IOT Project

•Job rotation (Commercial Banking & Retail Banking) •In Commercial banking -Handled Letters of Credit Advising, processed single transactions and telegraphic transactions -Communicated with company clients to collect and manage their documents for administration of export bills •In Retail banking -Provided customer services such as opening/closing accounts, assisted clients to make deposits and withdrawals -Prepared cashier orders, demand drafts, cheque clearings and provided assistance to cheque exchange center

(Civil Engineering firm) • Organized and prepared profiles of tenders • Translated documents from Chinese to English • Researched on materials that are needed for the projects and contacted the sellers

Double Majors and One Minor

Master Degree

* Master Degree (Merit) * CAST program alumni

Track & Field Study Student of the Month