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SkyWorld User

@skyworlduser

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AI Engineer specializing in production LLM agents, RAG pipelines, and LLMOps on Azure.

Mexico

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What I'm looking for

I’m looking for a role where I can build and operate production LLM agents and RAG systems with strong LLMOps discipline—evaluation gates, observability, and cost/quality monitoring—while partnering with teams to ship measurable business impact on Azure.

I’m an AI Engineer with 10+ years of hands-on experience building and operating generative AI systems in production—LLM-based agents, RAG pipelines, prompt engineering, vector stores, and LLMOps frameworks. I focus on multi-agent orchestration with Azure AI Foundry, LangChain/LangGraph, and Semantic Kernel, while keeping quality and cost under control through observability and evaluation pipelines.

I’ve shipped production-grade backends and AI services (FastAPI/Django and multi-cloud deployments) and integrated Microsoft Copilot Studio so non-technical stakeholders can build AI assistants. From prompt versioning and evaluation gates to CI/CD and operational runbooks, my approach is always measurable, reliable, and designed for real-world business requirements.

Experience

Work history, roles, and key accomplishments

AI Engineer & Senior Dev

Data Squared USA Inc.

Jan 2025 - Mar 2026 (1 year 2 months)

Built and maintained AI agents in Azure AI Foundry by iterating on prompts and agent behavior to meet business requirements, with agent health monitoring via LangFuse traces and Application Insights dashboards. Architected production LLM agent pipelines (LangGraph + Anthropic Claude API), implemented LLMOps evaluation and cost-monitoring runbooks, integrated Microsoft Copilot Studio with Power Pla

Azure AI Foundry LangGraph Semantic Kernel LLMOps Langfuse Application Insights fastAPI C# .NET Azure Pipelines

Full-Stack Engineer & AI Dev

IMNC

Sep 2022 - Dec 2024 (2 years 3 months)

Developed a RAG pipeline using LangChain and Pinecone for semantic search over a large internal document corpus, including embedding and retrieval strategy design and evaluation iterations based on precision/latency tracking. Built and maintained financial services microservices with FastAPI and ASP.NET Core, implemented MLflow experiment tracking and reproducible retraining workflows, and optimiz

Lang Chain Pinecone fastAPI ASP.NET Core MLFlow MongoDB GitHub Actions Playwright E2E

Senior Backend & ML Engineer

Kiira Health

Jul 2020 - Aug 2022 (2 years 1 month)

Built AI-powered symptom-triage REST APIs using Hugging Face DistilBERT models, including fine-tuning on domain-specific clinical data and deployment to AWS ECS with performance-drift monitoring and automated retraining pipelines. Implemented async task queues (Celery + SQS) for appointment scheduling and HIPAA-compliant audit logging, delivered robust pytest suites with AWS mocking (moto), and cr

DistilBERT AWS ECS Celery SQS

Backend Developer & Data Eng

Hp (Hewlett-Packard)

Aug 2018 - Jun 2020 (1 year 10 months)

Developed Python microservices for internal supply chain analytics using pandas/numpy and scikit-learn for forecasting and classification models, supporting procurement decisions across country subsidiaries. Optimized SQL Server/PostgreSQL reporting queries (CTEs, window functions, materialized views), integrated third-party ERP and Oracle portal APIs using REST and OAuth 2.0, and deployed Dockeri

Python Flask SQLAlchemy Pandas NumPy scikit learn SQL Server Docker REST APIs

Web Developer (Full-Stack)

A.J. Multimedia Solutions

Jul 2016 - Jun 2018 (1 year 11 months)

Delivered full-stack web applications for SMB clients using Django, JavaScript, and PostgreSQL, including REST API integrations with payment gateways and logistics providers. Built end-to-end e-commerce order management functionality and supported production use through reliable database-backed services.

Django JavaScript PostgreSQL REST APIs Payment Gateways Order Management