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I am a machine learning engineer currently based in China, with my family settled in Singapore for over a year, and I am eager to relocate to contribute to Singapore's AI industry. I hold a Dependant Pass (DP) and am seeking an employer-sponsored work visa to join a local company. With over 5 years in AI engineering spanning computer vision, medical imaging, and multimodal LLMs, plus 7 years in IT including entrepreneurship and data operations, I enjoy building end-to-end ML systems, from model training to inference optimization. I started self-learning in 2020, participated in Kaggle competitions ranking 24th out of 934 teams with a Silver Medal, and am proficient in vLLM inference framework, Linux-based development, and local deployment using C++ and TensorRT. I am passionate about applying AI to real-world problems and contributing to Singapore's AI ecosystem.…I am a machine learning engineer currently based in China, with my family settled in Singapore for over a year, and I am eager to relocate to contribute to Singapore's AI industry. I hold a Dependant Pass (DP) and am seeking an employer-sponsored work visa to join a local company. With over 5 years in AI engineering spanning computer vision, medical imaging, and multimodal LLMs, plus 7 years in IT including entrepreneurship and data operations, I enjoy building end-to-end ML systems, from model training to inference optimization. I started self-learning in 2020, participated in Kaggle competitions ranking 24th out of 934 teams with a Silver Medal, and am proficient in vLLM inference framework, Linux-based development, and local deployment using C++ and TensorRT. I am passionate about applying AI to real-world problems and contributing to Singapore's AI ecosystem.

Levin Li

AI Engineer, Data Scientist, Data Analyst, +2

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I am a machine learning engineer currently based in China, with my family settled in Singapore for over a year, and I am eager to relocate to contribute to Singapore's AI industry. I hold a Dependant Pass (DP) and am seeking an employer-sponsored work visa to join a local company. With over 5 years in AI engineering spanning computer vision, medical imaging, and multimodal LLMs, plus 7 years in IT including entrepreneurship and data operations, I enjoy building end-to-end ML systems, from model training to inference optimization. I started self-learning in 2020, participated in Kaggle competitions ranking 24th out of 934 teams with a Silver Medal, and am proficient in vLLM inference framework, Linux-based development, and local deployment using C++ and TensorRT. I am passionate about applying AI to real-world problems and contributing to Singapore's AI ecosystem.…I am a machine learning engineer currently based in China, with my family settled in Singapore for over a year, and I am eager to relocate to contribute to Singapore's AI industry. I hold a Dependant Pass (DP) and am seeking an employer-sponsored work visa to join a local company. With over 5 years in AI engineering spanning computer vision, medical imaging, and multimodal LLMs, plus 7 years in IT including entrepreneurship and data operations, I enjoy building end-to-end ML systems, from model training to inference optimization. I started self-learning in 2020, participated in Kaggle competitions ranking 24th out of 934 teams with a Silver Medal, and am proficient in vLLM inference framework, Linux-based development, and local deployment using C++ and TensorRT. I am passionate about applying AI to real-world problems and contributing to Singapore's AI ecosystem.

Available to hire

I am a machine learning engineer currently based in China, with my family settled in Singapore for over a year, and I am eager to relocate to contribute to Singapore’s AI industry. I hold a Dependant Pass (DP) and am seeking an employer-sponsored work visa to join a local company.

With over 5 years in AI engineering spanning computer vision, medical imaging, and multimodal LLMs, plus 7 years in IT including entrepreneurship and data operations, I enjoy building end-to-end ML systems, from model training to inference optimization. I started self-learning in 2020, participated in Kaggle competitions ranking 24th out of 934 teams with a Silver Medal, and am proficient in vLLM inference framework, Linux-based development, and local deployment using C++ and TensorRT. I am passionate about applying AI to real-world problems and contributing to Singapore’s AI ecosystem.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

Chinese

Fluent

English

Advanced

Work Experience

LLM Inference Engineer at Huawei Noah's Ark Lab

November 1, 2024 - Present

Work in the Multimodal Group focusing on inference adaptation and optimization of Pangu multimodal models (Vision and Omni). Responsible for vLLM Ascend framework adaptation and inference acceleration, supporting deployment and demo delivery for downstream applications such as Huawei Cloud and Xiaoyi.

AI Engineer - Computer Vision at Beijing SkyMapper Technology Co., Ltd.

August 1, 2022 - November 1, 2024

Designed and trained AI models, built efficient dataset workflows, and accelerated inference for self-developed virtual production perception products. Projects included Guifu Engine (4K real-time AI green-screen matting), Qimen Engine (monocular depth estimation), and HyperSense AIGC Studio for automated storyboard, image, video, and sound effects generation.

AI Engineer - Medical Imaging at Code Space (Beijing) Technology Co., Ltd.

August 1, 2020 - July 1, 2022

Developed deep learning image classification models for CT-based abdominal trauma detection. Trained on 3,000+ patients, labeled data to predict organ injuries and detect internal bleeding. Contributed to SalesForce CRM project for hospital family doctors and participated in Kaggle Lyft Motion Prediction competition (Silver Medal).

Data Engineer at Qihua Network Technology Co., Ltd.

January 1, 2018 - July 1, 2020

Designed and developed the data analysis module for the trading platform, integrated with the Game Guild CRM system, enabling data-driven decision making and operational analytics.

Co-Founder at Qiaoke (Beijing) Network Technology Co., Ltd.

May 1, 2015 - January 1, 2018

Co-founded data-driven growth operations. Incubated and operated the imported snack e-commerce project Crazy Bunny Box, securing RMB 2.7 million in first-round funding. Managed a 10-member team focusing on data-driven growth operations, data analysis and supply chain, driving significant YoY growth (2016: RMB 8M in sales; 2017: RMB 12M).

GIS Client Development Engineer at Zhongdi Digital Technology Co., Ltd.

March 1, 2011 - May 1, 2015

Developed GIS applications for meteorological and telecommunication industries using the MapGIS platform. Served major clients including the China Meteorological Administration and Wuhan Meteorological Bureau Information Center.

LLM Inference Engineer at Huawei (Outsourced Development Engineer)

November 1, 2024 - Present

Work in the Multimodal Group of Huawei Noah's Ark Lab's AI Systems Engineering Team, focusing on inference adaptation and optimization of the Pangu multimodal models (Vision and Omni). Responsible for vLLM Ascend framework adaptation and inference acceleration, supporting deployment and demo delivery for downstream applications such as Huawei Cloud and Xiaoyi. Migrated Pangu multimodal model inference from the Megatron-based serving framework to the vLLM Ascend framework, improving throughput by over 2x; reduced first-token latency from 350 ms to 290 ms and 16-batch decoding time from 30 ms to 23.8 ms; achieved alignment between training and inference accuracy and improved Audio DP latency.