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@astorress
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👻

Anderson Sebastian Torres Sanchez astorress

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Software & AI Solutions Engineer | Generative AI, LLM Agents & RAG | MLOps | AWS Serverless | Python
15 followers · 39 following
  • Medellín - Antioquia - Colombia

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Achievement: QuickdrawAchievement: YOLOAchievement: Pair ExtraordinaireAchievement: Pull Shark
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astorress/README.md

Hi, I'm Sebastian 👋

Electrical engineer turned Software & AI Solutions Engineer. I design and build AI systems (LLM agents, RAG applications, and ML/DL pipelines) on event-driven, serverless AWS architectures, and a master's in Applied Artificial Intelligence focused on time series forecasting.

Before moving into AI, I worked as a data engineer building ETL/ELT pipelines, IoT and smart metering integrations, and enterprise analytics. My power systems background keeps my models grounded in real physical systems.

What I'm up to

  • 🔭 Building AI agents, chatbots, and MLOps workflows with Amazon Bedrock and SageMaker
  • 🎓 Researching deep learning for time series forecasting: Transformers, Mixture of Experts, and metaheuristic hyperparameter optimization
  • 💬 Ask me about Python, AWS, AI agents, forecasting, math, and music 🤭
  • ⚡ Fun fact: I follow more than 500 artists on Spotify 🎧

Skills

Programming Languages

Languages

AI & Machine Learning

AI & ML

Keras Pandas NumPy Jupyter Amazon Bedrock Amazon SageMaker LangChain

Cloud & Architecture

Cloud

Serverless Framework YAML

AWS Lambda · SQS · SNS · S3 · DynamoDB · Aurora · Event-Driven Architecture

Backend & APIs

Backend

REST · GraphQL · WebSocket

Frontend

Frontend

Data Engineering & Databases

Databases

Apache Spark Hadoop Power BI

Tools

Tools

Jira

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