$ whoami
> yacine bekka
$ cat /etc/motd
> personal site — notes, projects, experiments
$ ls ~/
home/   blog/   portfolio/   contact/
$ _

Navigation

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Portfolio & resources

Projects

Autonomous Yahtzee agent — a Monte-Carlo Tree Search agent that plays Yahtzee, fully in-browser. Adversary and assistant modes, plus a full technical report (MDP, MCTS, experimental design & statistics).

Play · Report · Code (JS)

Option pricer (binomial tree) — CRR pricing engine for European/American options (calls & puts) on stocks, indices, currencies and futures. An interactive web version runs entirely in the browser, with reference tests against Hull & Black-Scholes.

Online pricer · Code (Python)

TS Proxy — implementation of an HTTP/HTTPS/SOCKS5 proxy server with extra features: white/blacklist management and basic DDoS countermeasures.

Source code

Resources & code

YathzeeMCTSAgent — the agent & the web app (JavaScript)
yahtzee_mdp — engine & MCTS for research (Python)
option-pricer — binomial pricing engine (Python)
statistics — homemade statistical-test library
ts_proxy — HTTP/HTTPS/SOCKS5 proxy
Technical report — Yahtzee MCTS