Davide Palleschi

Applied AI Engineer.
Building intelligent systems that bridge the gap between research and reality.

About Me

I am an Applied AI Engineer driven by the challenge of making intelligent systems reliable, scalable, and autonomous. My work sits at the intersection of Generative AI and Real-World Application, where I focus on building tools that don't just "think" but "act" to solve complex problems.

What really excites me is the potential of Multi-Agent Systems and IoT. I love designing architectures where AI agents can autonomously reason, plan, and interact with the physical world—whether it's optimizing flows in a smart home or orchestrating complex data pipelines. I believe the future of AI isn't just in better models, but in how we integrate them into the fabric of our daily lives.

My projects reflect this philosophy: from researching Privacy-Oriented Object Detection to ensure surveillance respects personal identity, to engineering robust RAG systems that turn chaotic data into actionable insights. I bring a rigorous engineering mindset to every challenge, ensuring that even the most experimental AI concepts are grounded in solid, production-ready code.

Technical Arsenal

A comprehensive toolkit for building intelligent, scalable systems.

AI & ML

Python
PyTorch
Hugging Face
LLMs
RAG
LangChain
Fine-Tuning
LoRA/PEFT
YOLO
Computer Vision

Full Stack

Next.js
React
TypeScript
Tailwind CSS
Node.js
PostgreSQL
Framer Motion

DevOps & Tools

Docker
Git
Linux
AWS
CI/CD
VS Code

Embedded & IoT

C++
Arduino
ESP32
Home Assistant
MQTT
PCB Design

Featured Projects

A collection of my work in AI, IoT, and Full Stack Development.

Zepp2Hass
Personal

Zepp2Hass

2025-11 - Present

A custom Home Assistant integration and Zepp OS app to sync smartwatch data in real-time.

Home Assistant
Zepp OS
Python
+2
WebSearch AI
Personal

WebSearch AI

2025-11 - 2025-11

A modular Python library for semantic web search with LLM summarization.

Open Source
Python Library
Search
+1
Cabbo
Work

Cabbo

2025-07 - 2025-10

An advanced agricultural AI platform orchestrating specialized agents for decision support.

AI Engineering
Multi-Agent Systems
FastAPI
+1
Agricultural RAG Systems
Work

Agricultural RAG Systems

2025-04 - 2025-05

Advanced RAG pipelines using Qdrant and Qwen3 to make agricultural knowledge accessible to AI.

RAG
Vector DB
Qdrant
+2

Get in Touch

Interested in collaborating on AI projects or have a question? Feel free to reach out.