Open to opportunities

Jair Zamorano

@jairzamorano

Message

Senior full stack AI engineer building production-ready LLM, NLP, and MLOps systems with measurable impact.

Mexico

Message

What I'm looking for

I’m looking for senior engineering or AI consulting roles globally, ideally building LLM, NLP, and computer-vision solutions end-to-end—plus strong MLOps and cloud deployments—so the work delivers measurable business impact.

I’m a Senior Full Stack AI Engineer with 10+ years of progressive experience, evolving from backend development to AI technical leadership. At Globant, I led cross-functional teams to architect LLM-powered chatbots and recommendation engines—reducing customer support response time from 24 hours to under 5 minutes and increasing user engagement by 27%.

I build production-grade AI across the full ML lifecycle, from data pipelines and model training (PyTorch, TensorFlow) to LLM orchestration (LangChain, RAG, Claude AI), MLOps, and cloud-native deployments (AWS, Docker, Kubernetes, Terraform). I’ve delivered NLP pipelines and computer vision systems at scale at Capgemini, and I bring strong full-stack engineering fundamentals from Infosys BPM and GoNET.

Experience

Work history, roles, and key accomplishments

Sr. Full Stack AI Engineer

Globant

Apr 2023 - Nov 2025 (2 years 7 months)

Architected LangChain/RAG LLM chatbots that reduced customer support response time from 24 hours to under 5 minutes and built recommendation engines that increased user engagement by 27%. Implemented CI/CD and model versioning to cut time-to-production by 30%, optimized AWS spend by 25%, and delivered Kubernetes-based services with 99.95% availability.

Lang Chain RAG AWS Kubernetes Terraform

ML & AI Specialist

Capgemini

Apr 2020 - Oct 2022 (2 years 6 months)

Designed and deployed production NLP pipelines achieving 94% sentiment accuracy on 50,000+ monthly customer interactions. Built computer-vision quality inspection systems with 99.2% defect detection accuracy for 10,000+ images daily, reducing inspection labor costs by ~40% and enabling sub-200ms inference via FastAPI/Docker.

PyTorch OpenCV TensorFlow fastAPI MLOps Drift Monitoring scikit learn Computer Vision

Full Stack Developer

Infosys BPM

Oct 2016 - Nov 2019 (3 years 1 month)

Engineered responsive full-stack web applications for 500,000+ monthly users, maintaining 99.9% uptime through monitoring and incident response. Designed and optimized REST APIs and database schemas, improving data retrieval efficiency by 35% and reducing query response time from 800ms to 120ms.

React PostgreSQL MongoDB REST APIs Agile Scrum

Backend Developer

GoNET

Sep 2015 - May 2016 (8 months)

Designed and developed REST APIs and relational database schemas from scratch for 50+ SMB clients to automate manual workflows and improve operational efficiency. Implemented backend reliability and server-side optimizations that supported 200% client growth over 18 months with zero infrastructure failures and reduced average API response times by ~35%.

Python REST APIs SQL Database Schema Design Reliability Engineering Scalability Backend