Jin Khye Tan

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
See more

Language

English
Fluent
Chinese
Intermediate
Malay
Advanced

Work Experience

AI Engineer Intern at Huawei AI Centre of Excellence
February 1, 2025 - September 1, 2025
Containerized existing demos using Docker and Docker Compose for quick environment setup and teardown. Authored 70+ pages of technical documentation and led knowledge transfer sessions, enabling seamless handover and maintainability.
AI Engineer at AI Lens
September 1, 2025 - Present
Design, develop, and evaluate OCR techniques for financial documents and table extraction across 15+ banks, supporting SME loan analytics workflows. Implement and benchmark OCR models, vision-language models, and PDF parsers, hosting open-source systems using vLLM and LLaMA-CPP for performance comparison. Integrate key information and table extraction modules into the production pipeline, conducting testing and documentation to ensure reliability and scalability. Led prompt engineering efforts and evaluated schema consistency across 100+ annual report runs to ensure structured and reliable outputs. Developed modular Gen AI backend pipelines using FastAPI, LangChain, vLLM, and YAML prompts to automate financial data extraction from handwritten notes. Led production deployment and benchmarking with vLLM.
Vice Chairman, Data Science Exco at PEKOM (Persatuan Komputer Universiti Malaysia)
March 1, 2023 - June 1, 2024
Directed workshops on web scraping and Kaggle for 100+ participants. Organized industrial visits, facilitating logistics for 30+ students.

Education

Bachelor of Computer Science (Data Science) at Universiti Malaysia Kuala Lumpur
October 1, 2022 - January 24, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Education, Professional Services, Financial Services