Resume
Tran Cong Quang
Data Engineer
Professional Summary
Data solutions developer with over 2 years of experience in establishing, optimizing, and mining data across multiple domains. Passionate about workflow automation, CI/CD, and AI integration.
Work Experience
Operating Transformation & Analysis Developer @ Unilever
Feb 2025 - PresentMonitor, audit, and structure the MT FMCG Data Lake, ensuring data accuracy and ease of retrieval. Develop dashboards integrated with AI Agent MCP for fast ad-hoc analysis. Build the 'Generate Visit Plan' web application to optimize routes and schedule allocation for the Field Force.
Data Engineer @ National Cyber Security Association (NCA)
July 2024 - Feb 2025Responsible for scheduled batch data integration, discovering hidden relationships between sources to ingest into a high-performance search and relationship system. Deploy and monitor microservices. Conduct large-scale data collection bypassing advanced anti-bot mechanisms.
Intern Full Stack Developer @ Smartlog
March 2024 - July 2024Contribute new UI features to the Logistics application and build a Web Data Portal to manage operational data from internal systems. Design and develop dashboards with real-time dynamic charts running on database replicas.
Featured Projects
Antigravity Agent Add-on
Build the 'Run In User Terminal' (riut) utility allowing AI agents to automatically execute and interact directly with pre-configured terminal sessions. Set up hotkeys and custom workspace skills to optimize workflows.
MCP Tools (Superset & PBI)
Develop CLI tools to manage chart/query definitions directly via scripts; provide a semantic model querying mechanism to extract compact schemas for AI-assisted dashboard development and convert dashboard charts to DAX queries.
Parallel Seam Carving
Optimize and implement a smart image resizing algorithm (Seam Carving) using high-speed parallel processing on GPUs with CUDA C/C++ for real-time image processing applications.
E2E ELT Data Pipeline
Set up an E2E ELT pipeline for large-scale Open Data using a Spark cluster and Delta Lake storage on S3 MinIO. Automate orchestration via Dagster, ingest into PostgreSQL, and visualize on a self-built dashboard.
Technical Skills
Programming Languages
Python, Scala, R (Familiar), C/C++ (Familiar), CUDA (Familiar)
Databases
PostgreSQL, ClickHouse, ElasticSearch, Delta Lake (Familiar), AWS S3 (Familiar), MongoDB (Familiar)
Data Processing & Orchestration
Apache Spark, Databricks, Dagster, Prefect, Airflow (Familiar), Kafka (Familiar), dbt (Familiar)
Visualization & Web
Apache Superset, Power BI / Dataflow, NodeJS / NestJS, Angular / HTML / CSS / JS, Express (Familiar), Looker (Familiar)
Education
University of Science - VNU-HCM
2020 - 2024Bachelor of Science in Data Science
GPA: 3.3 / 4.0
Published Paper: ViFam: A New Dataset for Fall Detection Problem and Overall Analysis
Conference: SOMET 2024 Conference | Frontiers in Artificial Intelligence and Applications, Vol. 391 | IOS Press
Certifications
- SQL (Advanced) Certificate — HackerRank
- IBM Data Warehouse Engineer Certificate — Coursera
- Google Data Analytics Professional Certificate — Coursera
Notes & Reviews