Skip to content
View rensilver's full-sized avatar
💻
working, studying, coding...
💻
working, studying, coding...

Block or report rensilver

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rensilver/README.md

👨‍💻 About Me

AI Engineer with experience in backend engineering, distributed systems, and cloud (AWS, Azure), currently specializing in Generative AI and Machine Learning. Practical experience in designing RAG (Retrieval-Augmented Generation) systems, with retrieval pipelines, embeddings, and vector databases (pgvector), as well as developing intelligent agents with tool-calling and using LLMs (Llama 3.2, GPT, Hugging Face, Ollama). Solid foundation in production software engineering (Java, Python, Spring Boot, Spring AI, REST APIs, testing, CI/CD) and in deploying cloud solutions, applied to building scalable, reliable, and business-oriented AI systems.

🚀 Technologies & Tools

  • Languages: Python, Java, JavaScript, and SQL
  • Backend: Spring Boot, Flask, FastAPI, REST APIs, and Microservices
  • Cloud & DevOps: AWS, Azure, Kubernetes, and CI/CD
  • Databases: MySQL, Oracle, SQL Server, and MongoDB
  • Data Science & Machine Learning: EDA, Pandas, Scikit-learn, Numpy, Matplotlib, Machine Learning regression and classification algorithms
  • AI Engineering: Deep Learning, Neural Networks, LLMs, AI Agents, LangChain, RAG, Context Engineering

🎯 Current Focus

  • AI Engineering
  • Machine Learning
  • LLMs
  • RAG
  • Embeddings
  • Vector Databases
  • AI Agents
  • LangChain and LangGraph
  • Spring AI

☁️ AWS Certified Developer – Associate
🎓 Bachelor's Degree in Information Systems | Currently pursuing a Postgraduate Specialization in Artificial Intelligence
🌎 Advanced English (EFSET C1)



Pinned Loading

  1. ai-knowledge-assistant ai-knowledge-assistant Public

    Java 21 | Spring Boot 4 | Spring AI 2.0 | Ollama (llama3.2 + nomic-embed-text) | PostgreSQL + pgvector | JWT (stateless) | Flyway

    Java

  2. used-car-price used-car-price Public

    Python | Pandas | Scikit-Learn | ML | Linear Regression | Polynomial | Ridge | Lasso | XGBoost | LightGBM | FastAPI | Streamlit

    Jupyter Notebook

  3. fraud-detection-project fraud-detection-project Public

    Python | Machine Learning | Jupyter Notebook | Isolation Forest Algorithm | Credit Card Fraud Detection | Anomalies

    Jupyter Notebook

  4. population-growth-report population-growth-report Public

    ETL Pipeline | Python | Pandas | Matplotlib | Streamlit | Gemini AI API

    Python

  5. mystore-sales mystore-sales Public

    Python | Pandas | Streamlit | Analytics Dashboard | SQL Alchemy | MySQL

    Python

  6. gdp-data-extraction gdp-data-extraction Public

    Python | Pandas | Numpy | Web Scraping | Pytest | Data Science

    Python