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mriusero/README.md

Typing SVG

HuggingFace

I'm an Engineer and Developer working as a freelancer. My journey started in the aerospace industry, where I refined my skills in industrialization and project management. Driven by curiosity, I transitioned into data science and software development to create impactful, scalable solutions that drive real-world impact and innovation.

⚡️ Technical Skills & Stack

I design and implement scalable, data-driven, and AI-powered solutions, combining strong engineering foundations with advanced machine learning capabilities.

  • Data Science, Machine Learning & Deep Learning: applied machine learning (classification, survival models), NLP (SpaCy, Transformer-based models), Neural networks (LSTM, CNN, ResNet with Tensorflow, Pytorch) and interactive data visualization (Matplotlib, Seaborn, Plotly).

  • AI & Autonomous Agents: development of AI agents and LLM-based applications, leveraging frameworks for RAG implementation, custom chain-of-thoughts design and integrating tools with MCP Servers.

  • Data & Cloud Engineering: building robust data pipelines and real-time processing platforms with tools like Apache Spark, Kafka, and Elasticsearch. Experienced in deploying services on AWS, Azure, GCP, and Hugging Face.

  • DevOps & Backend Development: implementation of CI/CD pipelines (GitHub Actions, Docker), API integration, and database management (PostgreSQL, Neo4j, MongoDB, ChromaDB).

👾️ Let's Connect!

I'm always excited to connect with others who are passionate about tech and innovation. Whether you're interested in collaboration, exploring new ideas, or just sharing insights, let’s connect!

Fun Fact: I'm a huge fan of Formula 1 and aerospace in general. I love the thrill of speed and the precision of engineering that goes into creating these incredible machines.

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  1. predictive-maintenance-on-industrial-robots predictive-maintenance-on-industrial-robots Public

    This project develops predictive maintenance models for industrial robots in nuclear fuel replacement, leveraging data analytics, machine learning, and decision-making frameworks to optimize robot …

    Python 4 1

  2. defi-user-behavior-clustering defi-user-behavior-clustering Public

    Discover how users interact with DeFi platforms through open-source data analytics. By aggregating user behavior and transaction patterns, we reveal insightful trends and provide actionable recomme…

    Python 2

  3. Efficiency-Agent Efficiency-Agent Public

    AI agent for real-time operational insights. Designed to help industries monitor and improve efficiency using telemetry data and LLM reasoning.

    Python

  4. road-sign-classification road-sign-classification Public archive

    A deep learning project focused on classifying road signs using the GTSRB dataset. This repository includes data augmentation, model optimization, and regularization techniques, featuring both CNN …

    HTML