emmanuel cortes

@Emmanuel Cortes

Emmanuel Cortes

AI Automation and Agents Developer | API Integration | Full Stack | Web3
Development Team topstar-ai.github.io Joined May 2026
2.3k Points32 Badges42 Connections43 Followers45 Following

About

AI Automation and Agents Developer building intelligent systems and modern web applications. Passionate about machine learning, deep learning, and creating next-gen autonomous agents.

Top Skills

PythonNumpyMachine LearningAI AutomationAPI integrationFull StackBlockchainAI AgentAI ChatbotRAGWorkflow

Experience

Senior AI Developer

Stability AI Ltd

Implemented and optimized core components of the generative image pipeline built on Stable Diffusion, working with Python and PyTorch to develop and fine-tune diffusion models, optimize UNet and VAE inference on GPU (CUDA), implement LoRA/DreamBooth training workflows, integrate prompt conditioning with CLIP text encoders, and build scalable inference APIs for image generation services; collaborated with the open ecosystem led by Stability AI to improve model deployment, performance tuning, and production integration of diffusion-based generative systems.

Senior AI & Blockchain Developer

CertOnce Pvt Ltd

Developed and deployed decentralized applications (dApps) on blockchain platforms such as Ethereum and Hyperledger to ensure transparency and security. Led the integration of AI solutions with blockchain technology to enhance smart contract functionalities and automate complex processes.

Junior Full Stack Developer

Wizeline Inc

Built and maintained full-stack web applications for enterprise clients across multiple engagements, progressing from junior engineer into a senior individual contributor role on client-facing product teams.

Education

National Autonomous University of Mexico (UNAM)

Master in Information Technology, Information technology

Graduate studies in information technology with a focus on machine learning, distributed systems, and applied cryptography — the academic foundation for later work on generative models, agent systems, and blockchain.

National Autonomous University of Mexico

Bachelor of Science (B.S.), Information technology

Gained knowledge in software engineering principles and project management to lead complex AI and blockchain projects.

Projects

Novaco

Visit Project open_in_new

Novaco AI is a technology platform designed to automate customer interactions and operational tasks for automotive dealerships, including managing conversations, scheduling appointments, and processing customer inquiries.

Navispace Open Innovation

Visit Project open_in_new

Contributed front-end engineering to Navispace's open-innovation platform, which connects startups and enterprises through event-driven programs and global collaboration tools.

Language & Tools

JavaScript, TypeScript, Python, SQL, Java, C#, Go, Rust, Kotlin, Swift, C++, PHP, Ruby, HTML/CSS, Bash, React, Next.js, Vue, Nuxt, Svelte, Angular, Tailwind CSS, Node.js, Express, NestJS, FastAPI, Django, Spring Boot, .NET, Ruby on Rails, Laravel, PostgreSQL, MySQL, SQLite, MongoDB
Claude Code, GitHub Copilot, Cursor, Windsurf
VS Code, Visual Studio, JetBrains (IntelliJ, PyCharm, WebStorm), Neovim, Cursor

Currently Exploring

MERN (MongoDB, Express, React, Node.js),
MEAN (MongoDB, Express, Angular, Node.js),
PERN (PostgreSQL, Express, React, Node.js),
LAMP (Linux, Apache, MySQL, PHP),
JAM (JavaScript, APIs, Markup),
T3 (Next.js, TypeScript, tRPC, Tailwind, Prisma),
Django + React, Rails + Hotwire, Spring Boot + Angular, .
NET + Blazor, FastAPI + Vue,
Serverless (AWS Lambda + DynamoDB + API Gateway)

Achievements

Here are some corrected and more natural versions:
“How can I get the best job and achieve success in my development career?”
“How can I build a successful career as a developer?”
“How do I get a great developer job and become successful in my career?”
“What should I do to succeed in my software development career?”

The most professional/natural option is:
“How can I build a successful career as a developer?”

Fun Fact

Milestones, Awards, or Proud Moments:
Built and deployed real-world automation and AI workflow projects.
Successfully worked with web scraping, API integrations, and DevOps-related systems.
Continuously improving skills in AI agents, automation, and modern development tools.
Proud of learning fast and building practical solutions independently.

Fun Fact:
I enjoy turning complex technical problems into simple automated workflows and experimenting with new AI tools before they become mainstream.

Random Dev Quote

A Quirky Tidbit or Something Unexpected About You:
I sometimes spend more time automating a 10-minute task than actually doing it manually — just because I enjoy building systems that save time forever.
Random Dev Quote:“First, solve the problem. Then, automate it.” ????
Joined: 1 month (since May 7)
Extra privileges: Editing any comment
Full Name: Emmanuel Cortes
Headline: AI Automation and Agents Developer | API Integration | Full Stack | Web3
About: AI Automation and Agents Developer building intelligent systems and modern web applications. Passionate about machine learning, deep learning, and creating next-gen autonomous agents.
Location: Development Team
Website: topstar-ai.github.io
Languges & Tools: JavaScript, TypeScript, Python, SQL, Java, C#, Go, Rust, Kotlin, Swift, C++, PHP, Ruby, HTML/CSS, Bash, React, Next.js, Vue, Nuxt, Svelte, Angular, Tailwind CSS, Node.js, Express, NestJS, FastAPI, Django, Spring Boot, .NET, Ruby on Rails, Laravel, PostgreSQL, MySQL, SQLite, MongoDB
Claude Code, GitHub Copilot, Cursor, Windsurf
VS Code, Visual Studio, JetBrains (IntelliJ, PyCharm, WebStorm), Neovim, Cursor
Currently Exploring: MERN (MongoDB, Express, React, Node.js),
MEAN (MongoDB, Express, Angular, Node.js),
PERN (PostgreSQL, Express, React, Node.js),
LAMP (Linux, Apache, MySQL, PHP),
JAM (JavaScript, APIs, Markup),
T3 (Next.js, TypeScript, tRPC, Tailwind, Prisma),
Django + React, Rails + Hotwire, Spring Boot + Angular, .
NET + Blazor, FastAPI + Vue,
Serverless (AWS Lambda + DynamoDB + API Gateway)
Achievements: Here are some corrected and more natural versions:
“How can I get the best job and achieve success in my development career?”
“How can I build a successful career as a developer?”
“How do I get a great developer job and become successful in my career?”
“What should I do to succeed in my software development career?”

The most professional/natural option is:
“How can I build a successful career as a developer?”
Fun Fact: Milestones, Awards, or Proud Moments:
Built and deployed real-world automation and AI workflow projects.
Successfully worked with web scraping, API integrations, and DevOps-related systems.
Continuously improving skills in AI agents, automation, and modern development tools.
Proud of learning fast and building practical solutions independently.

Fun Fact:
I enjoy turning complex technical problems into simple automated workflows and experimenting with new AI tools before they become mainstream.
Random Dev Quote: A Quirky Tidbit or Something Unexpected About You:
I sometimes spend more time automating a 10-minute task than actually doing it manually — just because I enjoy building systems that save time forever.
Random Dev Quote:“First, solve the problem. Then, automate it.” ????
Latest Video: Good developers write code that works. Great developers build systems that continue working even when things fail
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