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Binkai L.

Binkai L.

AI & Machine Learning Engineer · Mid-Level

China · Rate on request

Professional Overview

TÜV Rheinland certified Industrial Artificial Intelligence Engineer graduated from HKUST(#33) majoring in Artificial Intelligence. Work interests include Agent Design, Prompt Enginnering, Embodied AI, Multi-modal model, Generative AI etc. Got skills like LangGraph, LangChain, RAG etc. Experiences include academic researcher and industrial developer

Experience

Company
Knowin AI
Aug 2025 – Jul 2026
Role title
Algorithm Research & Development Engineer

AI Expertise

AI & Machine Learning Engineers

Skills

LangChain RAG PyTorch Python NumPy Reinforcement Learning AWS

Employment Type

Full-time

Description of Responsibilities

  • Embodied agent, modular skill primitives, planning logic – core robotics/AGI key
  • Distributed training/inference on DSW clusters – cloud/comp MLOps capability
  • Cross-modal retrieval, multi-factorial quantitative benchmark, evaluation pipeli
  • Parametric 3D editing, procedural pipeline – world model/generative AI expertise

Education

School
Hong Kong University of Science and Technology
Sep 2023 – Sep 2027
Degree / Program
Bachelor of Engineering in Artificial Intelligence

Field of Study: Agentic AI / Embodied AI / VLM / Multi-modal GenAI / Large Language Model

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

NLP & Prompt Engineering

Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.

Automation & AI Workflows

Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.

Current location

China

Time Zone

Shanghai UTC+8

Primary Work Language

English

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