Software & AI Engineer

José Manuel Cortés Cerón

I build browser-native AI systems connected to real-world devices, telemetry, and human-centered interfaces.

Selected Projects Download CV
Next.js BitByBit Academy
Grayscale portrait of José Manuel Cortés Cerón

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 inference runtime focused on local execution, low-latency interaction, and memory-aware WebGPU optimization.

WebGPUFastVLM-0.5BVanilla JS
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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 prototype with simulated MQTT pipelines and RUL prediction.

Next.jsLSTMThree.jsIoT
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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.

C++FirebaseReact3D UI
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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.

TypeScriptTUICLIIBM Bob
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50ms Target browser inference latency
85% RUL accuracy in robot-arm prototype
10k+/s MQTT events in simulation
15+ Workshops, demos & presentations

Engineering Focus

Systems I build and study.

My work connects AI models, edge devices, telemetry pipelines, and interfaces into systems that can be measured, tested, and improved.

  • Browser-Native AI
  • Edge Computing
  • IoT Telemetry
  • Digital Twins
  • Robotics Systems
  • Human-Centered Interfaces

Current Mission

Building Applied AI Systems.

I design and build software systems where AI models, real-time data, and user interfaces work together as complete products.

Edge AI & IoT

From embedded telemetry to browser-based AI inference.

Research to Product

Turning academic ideas into usable software prototypes.

Measured Execution

Tracking latency, memory, accuracy, and system reliability.

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 systems from prototype to impact.

Connecting AI runtimes, robotics telemetry, learning platforms, and research collaboration into systems that can be tested and shipped.

View Selected Projects

AI Runtime Systems

Browser-native inference, model optimization, and interactive multimodal interfaces.

View Vision-Language Runtime

Robotics & Telemetry

MQTT pipelines, sensor data, digital twins, and real-time monitoring.

View Arm Health AI

Educational Infrastructure

Open learning platforms, documentation systems, and technical workshops.

Visit BitByBit Academy

Research Collaboration

Applied AI projects across Mexico and China with academic validation.

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Case Studies

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AI Research

Featured

Building an AI Health Twin for Industrial Robotic Arms

Exploring the design and academic validation of an AI-powered predictive health twin for industrial robot arms, focused on anticipating failures before they propagate into costly shutdowns.

AIPredictiveMaintenanceDigitalTwin

2025 – Present · 8 min read

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Academic Project

Engineering a Virtual and Dynamic Museum for Digital Cultural Preservation

Documenting the engineering and deployment of a virtual museum system developed to preserve and present the artistic legacy of Byron Gálvez, culminating in a real public exhibition.

DigitalHeritageWebEngineeringVirtualMuseum

2025 · 9 min read

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AI Systems

Designing an AI-Based Educational Support Agent

Documenting the design and institutional presentation of an AI-based educational support agent, alongside a broader vision for STEM, VR, and robotics laboratories as integrated educational infrastructure.

ArtificialIntelligenceEducationAppliedAI

2025 · 9 min read

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Working Papers

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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

ICT Engineering focused on software systems, networks, databases, IoT, and applied AI.

XJTLU

Research collaboration in multimodal AI, telemetry systems, and AI-assisted engineering.