PROJECTS

Working on Gargantua a 2d game engine from scratch in C++23.
Working on loxcompiler a compiler using LLVM for the Lox programming language.
Working on Murphy a web browser from scratch, in C++23.
Working on Amelia a kernel for raspberry pi.
ElementsOfProgramming a mathematical framework for programming.
Endurance a simple implementation of automatic differentiation reverse mode.
loxlol an interpreter for the lox language.
Squad a try on the SQUAD dataset (question answering) with the bidaf model.
Build a 6502 computer from scratch run “Hello world” on a computer built from scratch using a 6502. I’m planning to write a kernel once i finish the base project.

Computer science

C++

Book C++ Primer by Lippman, Lajoie, Moo
Book Professional C++ by Marc Gregoire
Book The C++ Programming Language by Bjarne Stroustrup
Book C++ Templates The Complete Guide by Vandevoorde, Josuttis
Book C++ Concurrency in Action by Anthony Williams
Book Functional programming in C++ by Ivan Cukic
Book Modern CMake for C++ by Rafal Świdziński
Book Effective C++ by Scott Meyers
Book API design for C++ by Martin Reddy

Python

Official tutorial https://docs.python.org/3/tutorial/
Book Fluent python by Luciano Ramalho
Book High performance python by Ian Ozsvald and Micha Gorelick
Book Python data science handbook by Jake VanderPlas
Book Cpython internals: your guide to the python 3 interpreter by Anthony Shaw

C

Book The C Programming Language by Ritchie, Kernighan

Golang

Official tutorial https://go.dev/tour/list
Book Learning Go An idiomatic approach to real world Go programming by Jon Bodner
Book Let’s Go by Alex Edwards

Java

Book Core Java vol. 1 & 2 by Cay S. Horstmann (but I really don’t like Java)

OCaml

Official tutorial https://ocaml.org/docs/your-first-program#using-the-preprocessor-to-generate-code

Rust

Official book https://google.github.io/comprehensive-rust/index.html

Assembly

Book Programming with 64-Bit ARM Assembly Language by Stephen Smith

Performance, parallel programming and distributed systems

Structured Parallel Programming: Patterns for Efficient Computation by McCool, Reinders, Robison
Site MPI https://mpitutorial.com/tutorials/ for a project, check my github
Course MIT Performance Engineering of Software Systems
Course MIT Distributed systems (pause)
Book Programming massively parallel processors, A hands-on approach by Hwu, Kirk, Hajj (pause)
Course Computer enhance by Casey Muratori (pause)

Algorithms and data structures

Course MIT Introduction to Algorithms 2011
Course MIT Design and Analysis of Algorithms (pause)
Book Introduction to Algorithms 3rd ed. by Cormen, Leiserson, Rivest, Stein
Book Advanced Algorithms and Data Structures by Marcello La Rocca
Book The algorithm design manual by Steven Skiena
Book Elements of programming by Stepanov, McJones

Computer architecture, Operating systems and Computer networks

Book Structured Computer Organization by Tanenbaum, Austin
Book Computer organization and architecture Design for performance by William Stallings
Book Operating Systems Concepts by Silberschatz, Galvin, Gagne
Book Operating Systems: Three Easy Pieces
Book Modern operating systems by Tanenbaum, Bos
Book Computer Networking: A Top-Down Approach by Ross, Kurose
Book Computer Systems A programmer’s perspective by Bryant, O’Hallaron

Software architecture

Book Large Scale C++ by John Lakos
Book Game Programming Patterns by Robert Nystrom
Book C++ Software design, Design principles and patterns by Klaus Iglberger
Book A philosophy of software design by by John Ousterhout
Effective Software Architecture by Oliver Goldman

Software management

Book The mythical man-month by Frederick Brooks
Book The pragmatic programmer by Andy Hunt and Dave Thomas
Book Lead developer career guide by Shelley Benhoff
Book Joel on software by Joel Spolsky
Book Software engineering by Ian Sommerville

Game engine and rendering

Book Game Engine Architecture by Jason Gregory
Blog LearnOpenGL
Github TinyRenderer
Book Real time collision detection (reference for 2d collisions)

Trading systems and real time systems

Book Developing High-Frequency Trading systems by Donadio, Ghosh, Rossier

Artificial intelligence and data science

Course MIT Artificial Intelligence
Course MIT Deep Learning
Course Stanford CS229 Machine Learning
Course Stanford CS230 Deep Learning
Course Stanford CS224n NLP with deep learning (2021)
Course NYU Deep Learning
Book Deep Learning by Goodfellow, Bengio, Courville
Book Hands-On Machine Learning by Geron Aurelien
Book Mathematics for Machine Learning by Deisenroth, Faisal, Ong
Book An introduction to statistical learning by James, Witten, Hastie, Tibshirani, Taylor (pause)
Book The data science design manual by Steven Skiena
Course Neural network: Zero to hero by Karpathy
Book Alice’s adventures in a differentiable wonderland by Simone Scardapane
Book Interpretable Machine learning by Christoph Molnar
Book Interpretable AI by Ajay Thampi

Theoretical computer science and programming languages

Course MIT Theory of computation (current)
Book The annotated Turing (about Turing’s paper “On computable numbers”) by Charles Petzold (current)
Book Crafting interpreters by Robert Nystrom

Math

Course Sapienza Analisi 1
Course MIT Multivariable calculus
Course MIT Linear algebra
Book Calculus vol 1 by Tom M. Apostol
Book Introduction to operations research by Hillier, Lieberman
Book A first course in probability by Sheldon M. Ross
Book Information Theory A tutorial introduction by James V Stone
Book Proofs by Jay Cummings
Book Elements of set theory by Herbert B. Enderton
Course MIT Signal and Systems (pause)
Book Algebra by Michael Artin (pause)
Book A beginner’s guide to mathematical logic by Raymond M. Smullyan
Book Category theory for programmers by Bartosz Milewski (pause)

Chemistry & Biology

Course MIT Principles of Chemical Science
Course MIT Introductory Biology
Book Molecular biology of the cell by Bruce Alberts (pause)

Neuroscience & Psychology

Course MIT Introduction to Psychology
Course MIT The Human Brain