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  • šŸ‘‹ Hi, Iā€™m @mattianeroni
  • šŸ’» Iā€™m currently Applied Scientist II at Amazon.
  • šŸ“š I've a Ph.D. in algorithms and artificial intelligence applied to logistics, supply chain, and manufacturing.
  • šŸŒ± Iā€™m currently learning more about JIT compilers.
  • šŸ’žļø Iā€™m interested in algorithms, operations research, data science, machine learning, web development, robotics, logistics, and manufacturing.
  • šŸ“« You can reach me writing me at my personal emails [email protected] or [email protected]

Mattia Neroni's Projects

2d-packing icon 2d-packing

Some classic algorithms for 2-dimensional bin packing problem

3-dimensionalcasepicking icon 3-dimensionalcasepicking

A new algorithm for the 3-Dimensional Case Picking Problem. A newly considered problem of operational research that combines the well-known case picking problem with the positioning of 3-dimensional items inside pallets (i.e., Pallet Loading Problem).

3d-packing icon 3d-packing

An algorithm for solving the Pallet Loading Problem with stability and fragility constraints

acotw icon acotw

Ant Colony Optimization with Time Windows

alphadama icon alphadama

A Reinforcement Learning Model for playing draughts game

antcolony icon antcolony

Implementation and research on Ant Colony Optimisation algorithm.

batteryswap icon batteryswap

A discrete event simulation showing that the future of electric vehicles lies on batteries sharing.

blockchain icon blockchain

A blockchain from scratch in Python using Flask framework

branch-bound icon branch-bound

An implementation of the Branch n' Bound algorithm developed to solve the following problem:

canteen icon canteen

A discrete-event simulation of the canteen in University of Parma campus.

channel icon channel

An emulation of Golang channel in C++

clarke-wright-savings icon clarke-wright-savings

A small Python 3 package that provides all the instruments to quickly implement your own Clarke & Wright Savings heuristic algorithm

collision_astar icon collision_astar

A reimplementation of A star algorithm that consider anti-collision and collisions risks

cpacking icon cpacking

A set of packing algorithms compiled with Cython compiler.

crypto icon crypto

Some implementations for dummies of neural networks for crypto forecasting made when I'm bored

derma icon derma

A mobile application for skin deseases detection

gefplus icon gefplus

A desktop application for survival analysis

mediograd icon mediograd

A ML library in the middle between Pytorch and Micrograd

milk-logistics icon milk-logistics

Implementation and validation of several algorithms to optimise the collection of milk and its delivery to the production plant or cheese factory.

mstop icon mstop

Implementation of an algorithm for solving the Multi Source Team Orienteering Problem

neh icon neh

Implementation of the Nawaz, Enscore and Ham algorithm (NEH) with the Taillard acceleration

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