AVAILABLE FOR HIRING

Edoardo
Bambini

AI-Focused Full-Stack Engineer
Product Builder · Founder

Building production-ready AI applications, structured reasoning pipelines, and reliability-oriented infrastructure. Combining engineering execution with critical reasoning.

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AI Coding Abstract
> SYSTEM_STATUS

LOADING MODULES...

[OK] LLM INFRASTRUCTURE

[OK] RAG PIPELINES

[OK] FULL-STACK DEV

_READY_TO_DEPLOY

REACT NATIVE • PYTHON • TYPESCRIPT • LLMS • RAG SYSTEMS • POSTGRESQL • FIREBASE • NODE.JS • REACT NATIVE • PYTHON • TYPESCRIPT • LLMS • RAG SYSTEMS • POSTGRESQL • FIREBASE • NODE.JS •

Selected Projects

Macrofy App
FOUNDER

Macrofy

AI-Powered Mobile Application

Designed, developed, and deployed a production-ready AI-powered mobile application from scratch. Currently running in TestFlight beta (~40 users). Built full architecture including auth, database, and AI automations.

React NativeFirestoreAI
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LLM Control Plane
INFRASTRUCTURE

LLM Control Plane

Reliability & Compliance Infrastructure

Production-ready LLM control plane acting as a gateway between applications and LLM providers. Implemented retries, circuit breakers, caching, rate limiting, and safety evaluation pipelines.

System DesignReliabilitySecurity
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Scientific Reasoning
R&D

Scientific Reasoning Platform

Decision-Support System (Beta)

AI system that explicitly models scientific reasoning. Implements structured pipelines: problem definition → evidence mapping → gap analysis → hypothesis generation. Focused on high-risk domains like pharmacology.

ExpoReasoningR&D
EB-CODE
IN PROGRESS

EB-CODE

Local-Aware Coding Assistant

Developer tool integrating fine-tuned open-source LLM with real project file structures. Enables secure multi-file context reasoning for debugging and refactoring with a read-only by default filesystem access model.

QLoRAPythonLLM
RESEARCH PAPERS

Phase-Gated Scientific Reasoning with Large Language Models

Authored an independent research paper proposing a phase-gated reasoning framework for LLM-driven decision support.

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Independent Research Project — Myostatin Inhibition via siRNA

Theoretical research project on siRNA-based inhibition of the MSTN gene, covering sequence optimization and delivery strategies.

READ PAPER

Technical Arsenal

Languages

JavaScript, TypeScript, Python, MATLAB

Frontend & Mobile

React, React Native, Expo, UI/UX implementation

Backend & Data

Node.js, Express, Firebase, Firestore, PostgreSQL

AI Engineering

LLMs, RAG systems, vector embeddings, prompt engineering

Education

B.Sc. in Chemical Engineering and Processes

Sapienza Università di Roma · 2024 – Present

EQF Level 6

CS50: Introduction to Computer Science

Harvard University

Self-paced, non-credit. Completed core curriculum (C, Python, SQL, algorithms).

High School Diploma — Scientific Studies

Liceo Scientifico Antonio Labriola · 2020 – 2024

EQF Level 4