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Curriculum Vitae of Tạ Trung Tín
Basics
| Name | Tạ Trung Tín |
| Label | Data Scientist @ Zalo · CS Honors Graduate @ HCMUT |
| tatrungtin2004@gmail.com | |
| Url | https://tinta2510.github.io |
| Summary | Associate Data Scientist at Zalo Platforms working on song recommendation systems. CS Honors Graduate from HCMUT, VNUHCM with GPA 3.9/4.0. |
Education
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2022.09 - 2026.06 HCMC, Vietnam
Bachelor of Engineering in Computer Science (Honors Program)
Ho Chi Minh City University of Technology, VNUHCM
Specialization: Applied Artificial Intelligence
- GPA: 3.9/4.0. Program: Honors Program.
- Academic Encouragement Scholarship: Awarded 6 out of 7 completed semesters for ranking in the top 5% of the cohort.
- Thesis: Leveraging Knowledge Graph and Graph-based Deep Learning Models for Recommendation Systems (Grade: 9.4/10).
Publications
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2026.09.01 Knowledge-Aware Intent-guided Subgraph Sampling for Recommendation
Trung-Tin Ta, Hoang-Huy Vo, and Nam Thoai — 10th APWeb-WAIM Joint International Conference on Web and Big Data
Da Nang, Vietnam, September 2026. DOI: 10.1007/978-981-92-5696-9_9
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2025.04.01 Incremental Convex Hull Approach for Shortest Path Planning in Unknown 2D Environments
P. T. An, T. V. Hoai, P. T. Huu, P. D. Khoa, & T. T. Tin — 23rd Workshop on Optimization and Scientific Computing
Presented at the 23rd Workshop on Optimization and Scientific Computing, Ha Noi, Vietnam, April 2025.
Work
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2026.10 - Present HCMC, Vietnam
Associate Data Scientist
Zalo Platforms Co., Ltd.
Zing MP3 Recommendation Systems
- Working on recommendation systems for Zing MP3, Vietnam’s leading music streaming platform.
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2026.07 - 2026.10 HCMC, Vietnam
AI Engineer Fresher
Zalo Platforms Co., Ltd.
Zalo Tech Fresher 2026
- Selected as 1 of 37 engineers (1.4% acceptance) from 2,712 applicants for Zalo Tech Fresher 2026, placing freshers directly on production teams serving tens of millions of users.
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2024.05 - 2025.09 HCMC, Vietnam
Robotics Engineer Intern
IVS JSC
Autonomous Robotics and Motion Planning
- Implemented and integrated ROS2 path-planning modules for autonomous robots in Python and C++, enabling real-time motion planning.
- Developed and evaluated a geometric shortest-path algorithm for autonomous robots navigating in unknown environments with limited vision (research collaboration with Institute of Mathematical and Computational Sciences, HCMUT, VNUHCM).
Awards
- 2025.03.01
Biomedical Engineering Innovation Competition 2025 at International University, VNUHCM (Finalist)
International University, VNUHCM
University-level innovation competition in biomedical engineering (Finalist). Developed an autonomous UV-C disinfection robot, with autonomous navigation and motion planning; integrated a camera-based human detection module for safety interlocks. Delivered a working prototype and demo.
- 2022.2026
Academic Encouragement Scholarship
HCMUT, VNUHCM
Merit-based scholarship awarded 6 out of 7 completed semesters for ranking in the top 5% of the cohort.
Projects
- 2025.01 - Present
GraphRAG-based AI Research Assistant
Multi-agent system for automated literature review
- Designed a multi-agent system using LangGraph to automate literature review via multi-step planning, retrieval, and reasoning workflows.
- Built a GraphRAG pipeline combining hybrid search and knowledge graph traversal in Neo4j for improved context retrieval.
- Tools: Python, LangGraph, Neo4j, LLM.
- 2024.01 - 2024.12
Hallucination Detection in Large Language Models
Fine-tuning PhoBERT and XLM-RoBERTa for LLM response reliability
- Fine-tuned PhoBERT and XLM-RoBERTa for hallucination detection in LLM outputs, improving the reliability of generated responses.
- Achieved Macro-F1 score of 0.77 on the Vihallu dataset.
- Tools: Python, PyTorch, Hugging Face Transformers.
Certificates
| IELTS 7.0 (Reading: 7.0, Listening: 8.0, Writing: 7.5, Speaking: 6.0) | ||
| IDP Education | 2026-01-01 |
| Natural Language Processing Specialization (Credential ID: NO8IUMUG8L8J) | ||
| DeepLearning.AI | 2025-09-01 |
| TOEIC 880 (Reading: 425, Listening: 455) | ||
| ETS | 2023-04-01 |
Languages
| Vietnamese | |
| Native |
| English | |
| IELTS 7.0 · TOEIC 880 |