Agostino Cesarano
Profile

Software Engineer / AI Builder

Agostino Cesarano

AI Master's student at the University of Naples Federico II. I build AI-powered tools and full-stack applications, bridging research and real-world engineering.

I turn AI research into production-ready software — fast, reliable, and built to scale.

Strategic Focus

AI integration, full-stack development, Edge AI, and user-centered product design

Current Mission

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I combine solid architecture, data-driven thinking, and clean interfaces to deliver scalable digital products — from prototype to deployment.

Capabilities

Technical Skills and Domains of Excellence

AI & Productivity

  • Ollama
  • HuggingFace
  • local-first LLMs
  • Prompt design

HPC & Parallel Systems

  • C++
  • MPI
  • OpenMP
  • CUDA

Data & IoT Analytics

  • Python
  • Pandas
  • Plotly
  • Seaborn

Reliable Software Systems

  • Java
  • C++
  • Data structures
  • Memory safety

Frontend Engineering

  • React
  • Next.js
  • TypeScript
  • Tailwind CSS

Design and Workflow

  • Git
  • Figma
  • VS Code
  • Docker

Academic Journey

Education and Experience

A growth path from software engineering fundamentals to AI specialization within DIETI, a 2023-2027 center of excellence, with core and specialist skills oriented toward production.

Master's Degree in Artificial Intelligence
2025 - Present
University of Naples Federico II

Advanced studies focused on machine learning, computer vision, HPC, and software architecture for reliable intelligent systems.

Machine Learning
Computer Vision
HPC
Data Engineering
Bachelor's Degree in Computer Science
2021 - 2025
University of Naples Federico II

Built strong engineering foundations through algorithms, software design, data structures, and practical project development.

Java
C++
Data Structures
Software Engineering

Selected Work

Technical Case Studies

FlowOCR and Obsidian-OCR

98%

Accuracy

Privacy Data

Local-first

FlowOCR and Obsidian-OCR
Python
TypeScript
Ollama
HuggingFace

A privacy-first OCR and Edge AI ecosystem with local-first inference, LaTeX formula support, and productivity workflow integration.

IOT Project / Opta Analytics

Real-time

Tracking

Dynamic Heatmaps

KPIs

IOT Project / Opta Analytics
Python
Pandas
Plotly
MQTT

A spatiotemporal analytics pipeline built on Opta and IoT feeds for athletic tracking, heatmaps, and near real-time tactical insights.

Parallel and Distributed Computing

Linear

Scaling

High Speedup

Performance

Parallel and Distributed Computing
C++
MPI
OpenMP
CUDA

C++ implementations using MPI, OpenMP, and CUDA to reduce execution time across multi-core and distributed cluster environments.

LASD Library

Big O Optimized

Algorithm

Memory Safety

Design

LASD Library
C++
Algorithms
Data Structures

A C++17/20 library for fundamental data structures, focused on memory safety, template programming, and algorithmic rigor.

Creative Break

Play Tetris / Interactive Mini Lab

Micro-tip: keep the center stack flat and save hard drops for clean windows to maximize scoring efficiency.