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flebo45/README.md

Hi, I'm Alessio 👋

Junior AI Engineer focused on generative AI on AWS: LLM agents, RAG and the cloud infrastructur e around them.

  • 🎓 M.Sc. in Computer Engineering, University of L'Aquila (110/110 cum laude, 2026)
  • 💼 Internship and master's thesis at Storm Reply: a prototype multi-agent contact center for healthcare, built with Strands Agents on Amazon Bedrock, MCP tools through AgentCore Gateway, RAG on Bedrock Knowledge Bases, Amazon Connect and Terraform
  • 🔧 Currently building an e-ink weather dashboard with two ESP32 boards (iot-esp32)
  • 📍 L'Aquila, Italy · open to AI Engineer and Cloud roles in Abruzzo, Rome (hybrid) or remote

What I work with
AI Amazon Bedrock, Strands Agents, MCP, RAG, prompt engineering, PyTorch, Keras
Cloud AWS (Lambda, API Gateway, DynamoDB, S3, SQS, CloudFront, CloudWatch), Terraform
Code Python, TypeScript, C++, Java, SQL
Tools Linux, Docker, Git, FastAPI, ROS 2, PlatformIO

Where to start: Chatbot_AWS, a serverless RAG chatbot on AWS written entirely in Terraform.

📫 LinkedIn · alessio.torrieri@gmail.com

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  1. Chatbot_AWS Chatbot_AWS Public

    Serverless GenAI chatbot on AWS: streaming answers from Amazon Bedrock, RAG on user documents with Knowledge Bases and S3 Vectors, Guardrails, React frontend, all in Terraform.

    TypeScript

  2. Microsoft_Stock_Market_Timeseries_Forecast Microsoft_Stock_Market_Timeseries_Forecast Public

    Comparative PyTorch study of RNN, LSTM and GRU architectures (shallow, deep, residual) for forecasting Microsoft daily stock prices, with ablation studies and a naive baseline.

    Jupyter Notebook

  3. Lpint02/iot-predictive-maintenance Lpint02/iot-predictive-maintenance Public

    A fully containerized IIoT pipeline using Node-RED, Mosquitto, Telegraf, InfluxDB, and Grafana for real-time monitoring and predictive maintenance simulation.

    Jupyter Notebook 1

  4. Chimpanzee_MetalMonkeys Chimpanzee_MetalMonkeys Public

    ROS 2 robot that detects, tracks and chases a ball: YOLOv8 and Kalman filter perception, Behavior Tree with PID control, Gazebo simulation, live telemetry dashboard.

    Python

  5. iot-esp32 iot-esp32 Public

    E-ink weather dashboard in a picture frame (ESP32-S3), fed by a battery-powered outdoor sensor node (ESP32-C6 + BME280). Work in progress.

    C++

  6. Online_Bipartite_Matching_Analysis Online_Bipartite_Matching_Analysis Public

    Online bipartite matching in Python: Hopcroft-Karp as the offline optimum versus the greedy and Ranking online algorithms, with reproducible experiments.

    Python