Jair Zamorano

AI & Machine Learning Engineer

Full-stack Engineer

Huixquilucan de Degollado, Méx., MX

Computer Vision

AWS

Kubernetes

TensorFlow

PyTorch

Docker

NoSQL

NumPy

Flask

SQL

Node.js

Django

MongoDB

PostgreSQL

React

TypeScript

Python

Pandas

Available for hire fromNegotiable

Contracts

Seasoned Full-Stack AI Engineer | Intelligent Systems & AI-Driven Applications

I’m a Full-Stack AI Engineer with over 10 years of experience in machine learning, deep learning, natural language processing, and computer vision, combined with strong front-end and back-end development skills. I specialize in building intelligent systems that deliver real business value—from custom AI models to end-to-end applications. Experienced in industries such as technology consulting and outsourcing, with a proven ability to lead AI initiatives and deploy production-grade ML pipelines.

Projects

AI Engineer

- As an AI Engineer, I contributed to the development and optimization of the deep learning models powering Aidoc’s diagnostic tools. - I worked on building convolutional neural networks (CNNs) and transformer-based models for automated image analysis and anomaly detection, and implemented training pipelines using TensorFlow, PyTorch, and OpenCV on large-scale DICOM datasets. - I also supported the integration of these models with back-end APIs built using FastAPI and Flask, and assisted in deploying them to AWS EC2 and SageMaker with Docker and Kubernetes, ensuring scalable and efficient AI inference within the platform.See More

Full Stack Developer

- Developed backend functionality using Django, integrating with React to enable dynamic front-end interactions. - Built and maintained RESTful APIs for appointment management and patient data handling. - Managed deployment on AWS EC2 with S3 for static assets and used Docker for containerized development and testing.See More

Full Stack Developer

- Developed and maintained a real estate consulting platform using React and Next.js for a dynamic, responsive front-end, and Node.js for server-side logic and API integrations. - Built reusable components and implemented dynamic routing to enhance user experience and SEO performance. - Leveraged Docker for containerized development and deployment, and configured AWS EC2 and S3 for scalable hosting and secure storage. - Collaborated on integrating lead capture features and business workflows to improve client engagement and streamline property consultations.See More

Work History

Senior Full-Stack & AI Engineer

GlobantApr 2022 - Nov 2024 • 2 yrs 8 mos- Led AI-driven projects, delivering chatbots, recommendation engines, and cloud-deployed AI applications.\n- Combined deep learning expertise with full-stack development to create high-impact, production-ready systems.\n- Optimized model deployment pipelines, reducing time-to-production by 30%.

Machine Learning & AI Specialist

CapgeminiFeb 2020 - Oct 2021 • 1 yr 9 mos- Designed and deployed AI solutions including NLP, predictive models, and computer vision pipelines.\n- Built robust backend infrastructures to support scalable, production-ready systems.

Full-stack Developer

Infosys BPMOct 2016 - Nov 2019 • 3 yrs 2 mos- Developed responsive web applications handling both frontend and backend tasks.\n- Designed APIs and integrated databases, improving data handling efficiency.

Back End Developer

GoNETSep 2014 - May 2016 • 1 yr 9 mos- Built scalable backend systems, APIs, and databases for small and medium businesses.\n - Implemented solutions for data processing and automation.\n - Improved backend reliability, supporting growth in client operations.

Education

Escuela de Tecnología y Negocios

2015

Universidad Autónoma del Estado de México

Bachelor's degree, Computer Science2010 - 2014

Similar Pangeans

How Pangea Works

Effortlessly discover top talent

We've distilled the candidate search from endless hours down to just a few minutes. Using Pangea's AI-powered search tools, you can find top fractional talent able to take on your next project. Our system looks at your company's niche and your needs to find the perfect match faster than any traditional hiring platform.

Start working with talent today

The top talent on Pangea is ready to get started with you right now. You can message or hire a candidate right from their profile page and start assigning work as soon as they respond. And the best part? Pangea's fractional contract structure lets you start small and ramp up as your needs change, keeping your costs manageable and your team's capabliities flexible.

Track work and invoices in one place

Assign tasks, track progress, and complete invoices all on Pangea. We've combined every part of the hiring process into one platform to eliminate the miscommunication that's unavoidable on other freelance platforms. We even send out 1099s to your contractors at the end of the year!

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.

Available Now

Book a Call