Daniel Ivan

Parra Verde

ML Engineer · Production ML Platforms · Forecasting · RAG/Agents · since 2023

Foto de perfil

About

ML Engineer building production AI systems and high-performance ML platforms. At Arkham Technologies, I engineered context-aware behavior for a production AI agent serving 100+ weekly users and owned Gemini provider workflows. For the ML platform, I designed parallel training workflows on AWS EMR that achieved 100\u00D7 faster iteration and built custom Docker images that reduced compute latency by 40%. I also own end-to-end CI/CD automation across infrastructure and application layers. Previously, I shipped deployable AI agent MVPs at MXAI and optimized retail forecasting RNNs at Kuona. I bridge rigorous mathematical foundations with robust engineering. Also, I love tinkering with new technologies, currently exploring Rust for performance-critical ML tasks and TypeScript with Next.js for this portfolio.

Skills

Next.js

Next.js

FastAPI

FastAPI

PostgreSQL

PostgreSQL

Pytorch

Pytorch

Docker

Docker

AWS

AWS

LangChain

LangChain

LlamaIndex

LlamaIndex

Python

Python

Spark

Spark

Temporal

Temporal

Kafka

Kafka

Terraform

Terraform

GitHub Actions

GitHub Actions

Hugging Face

Hugging Face

Qdrant

Qdrant

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