Skip to content
View sergioserpeloni's full-sized avatar

Block or report sergioserpeloni

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.

Content in all repositories owned by your account will be closed.
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
sergioserpeloni/README.md

πŸ‘‹ Hello, I'm Sergio

AI & Data Engineer | Artificial Intelligence β€’ Machine Learning β€’ Data Engineering

Building intelligent solutions with data, AI and modern technologies.


πŸš€ What I'm Building

Currently exploring and building projects around:

  • πŸ€– Artificial Intelligence

  • 🧠 Machine Learning

  • πŸ“Š Data Engineering

  • 🐍 Python & TensorFlow

  • πŸ”Œ APIs & AI integrations

  • 🌎 Open Source


πŸ”₯ Current Focus

🚦 Traffic Anomaly Detection

Building an AI system to detect abnormal traffic patterns using real-world data.

Python Β· TensorFlow Β· APIs Β· Data Engineering

πŸ€– AI & MCP

Exploring AI systems capable of interacting with external tools, APIs and data.

AI Β· MCP Β· Python Β· APIs Β· LLMs


πŸ› οΈ Technology Stack

πŸ€– AI & Machine Learning

πŸ“Š Data Engineering

πŸ’» Development

---

⭐ Featured Projects

Project Description Technologies
🚦 Traffic Anomaly Detection AI system for detecting abnormal traffic patterns using real-world data. Python · TensorFlow · Data Engineering
πŸ€– AI & MCP Experiments and applications connecting AI with external tools, APIs and data. AI Β· MCP Β· Python Β· APIs

🧭 Engineering Approach

I believe technology is most valuable when it solves real problems.

My approach is based on:

πŸ” Understand πŸ—οΈ Build πŸ§ͺ Validate πŸ“ˆ Improve
Understand the problem Design the solution Measure the results Continuously improve

My Focus

  • πŸ€– Build practical AI solutions
  • πŸ“Š Transform data into useful insights
  • 🧠 Apply Machine Learning to real-world problems
  • πŸ”Œ Connect AI with APIs, tools and data
  • πŸš€ Build and contribute to Open Source

🎯 Areas of Expertise

πŸ€–

Artificial Intelligence

AI Systems
LLMs
AI Engineering

🧠

Machine Learning

TensorFlow
Anomaly Detection
Predictive Models

πŸ“Š

Data Engineering

Data Pipelines
SQL
Data Processing

πŸš€

Open Source

GitHub
Automation
Developer Tools


πŸ—οΈ How I Build

01

πŸ”Ž

Problem

Understand
the real problem

β†’

02

πŸ“‘

Data

Collect
real-world data

β†’

03

βš™οΈ

Engineering

Process
& transform

β†’

04

🧠

AI / ML

Learn
& predict

β†’

05

πŸš€

Solution

Build
& deploy

β†’

06

πŸ“ˆ

Impact

Measure
& improve


Data β†’ Intelligence β†’ Engineering β†’ Impact

Pinned Loading

  1. grafana-ai grafana-ai Public

    AI-powered observability platform using Grafana, Prometheus, MCP and local LLMs for intelligent infrastructure analysis.

    Python 1