Software Engineer & AI Researcher

José Manuel Cortés Cerón

Architecting low-latency AI systems. Specializing in browser-native inference, robotics telemetry, and high-performance interactive computing.

Information Technology
XJTLU Research
Hidalgo / Suzhou
Selected Projects CV
Grayscale portrait of José Manuel Cortés Cerón

Research Interests

Areas of focus shaping the work.

The through-line is research engineering: building systems that connect multimodal AI, robotics telemetry, browser-native inference, and interactive computing.

  • Browser-Native Inference
  • Robotics Telemetry
  • Digital Twins
  • Multimodal AI
  • Interactive Computing
  • Human-Centered Systems

Current Mission

Building Applied AI Systems.

Research, tools, and open systems that turn multimodal models, telemetry, and interactive interfaces into usable products.

Core

Edge Computing & IoT

Bridge

XJTLU research

Method

Execution with metrics

Open engineering infrastructure map A systems map connecting research, engineering platforms, knowledge infrastructure, and global collaboration between Mexico and China. Open Infrastructure Research VEX Robotics Knowledge Systems Mexico - China Engineers

Research Ecosystem

Engineering for scale and impact.

Integrating browser AI, robotics telemetry, edge devices, and knowledge platforms into systems that can be measured, shipped, and improved.

View Selected Projects

Research Systems

Multimodal AI, WebGPU, real-time inference, and HCI.

View Vision-Language Runtime

Knowledge Infrastructure

Open technical education, documentation, and learning systems.

Visit BitByBit Academy

Technical Leadership

Scalable software systems, developer tooling, and infrastructure.

View Speaking & Workshops

Global Collaboration

Technology, research, and education between Mexico and China.

Read XJTLU Research
50ms WebGPU inference latency
85% RUL accuracy on Arm Health AI
10k+/s Telemetry events processed
15+ Workshops and keynote sessions

Selected Projects

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Vision Language Runtime flow from camera input to generated text and reasoning

Research

Vision Language Runtime

Browser-native multimodal runtime with 50ms inference latency and 60% lower memory use via WebGPU.

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Arm Health AI robotic arm telemetry dashboard with MQTT streams and RUL prediction

Research

Arm Health AI

Robotic-arm telemetry and digital twin system processing 10k+/s MQTT events with RUL prediction.

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HelioSync 3D solar panel with live energy telemetry

Engineering

HelioSync

Real-time monitoring platform combining embedded systems, telemetry, and energy analytics.

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Ghost Engineer black terminal with AI-assisted engineering output

Engineering

Ghost Engineer

AI-assisted engineering workspace designed to accelerate software development and technical decision-making.

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Selected Publications

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Decoupled hybrid architecture for generative AI-assisted interactive cultural preservation systems

Research & Engineering Journey

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CETis 26

Technical foundation in programming, software logic, and applied computing.

VEX Robotics

Competitive robotics, embedded systems, and technical leadership.

ITSOEH

Information Technology Engineering across software systems, networks, and applied technology.

XJTLU

Collaborative research in multimodal systems, telemetry, and AI-assisted engineering.