Timothy Delille

Timothy Delille

Timothy Delille

@timothydelille

👨‍💻 ML Engineer @ Snap 👻 working on friends and content recommendations

🇫🇷 Born in France 🥖

🇺🇸 Live and work in the US 🦅

my thoughts and notes

🤔 Thoughts

The Game Theory Behind Stock Based Comp

🧠 Machine Learning

Auto-Encoding Variational Bayes

Gradient Boosting

Low-Rank Adaptation (LoRA)

Stanford CS228 Probabilistic Graphical Modeling

Stanford CS234 Reinforcement Learning (Lecture 2)

Stanford CS234 Reinforcement Learning (Lecture 3)

Stanford CS234 Reinforcement Learning (Lecture 4)

Stanford CS234 Reinforcement Learning (Lecture 5)

Stanford CS234 Reinforcement Learning (Lecture 6)

Stanford CS234 Reinforcement Learning (Lecture 7)

Real-Time Machine Learning (Chip Huyen)

Computing Machinery and Intelligence (Alan Turing)

D2L Recommender Systems Course

Denoising Diffusion Probabilistic Models

Detecting Data Drift

Algorithmic Foundations of Differential Privacy [WIP]

Google Recommendation Systems Course

How GPU Computing Works (NVIDIA GTC 2021)

Manifold Hypothesis

Online Learning Evaluation (Max Halford)

Multi-Gate Mixture of Experts

Propagating Belief Functions in AND Trees (Dempster-Shafer Theory)

Stanford CS329s Machine Learning Systems Design

Supervised Contrastive Learning

Feature Selection

Proximal Policy Optimization

Self-Supervised Learning (Yann LeCun)

Decision Transformer

Reasoning Modulated Representations

The Bitter Lesson (Richard Sutton)

Universal Sentence Encoder

Vision Transformers

👨‍💻 Startups

Personal Notes on Tik Tok

Pricing 101 (YC)

Zero to One (Peter Thiel)

Status as a Service (Eugene Wei)

TikTok and the Sorting Hat (Eugene Wei)

🚀 Finance

The Social Responsibility of Business is to Increase its Profits (Friedman 1970)

Automated Market Making

👾 Programming

Harvard CS75 Web Dev

Deploy Dash App on Azure App Service

Python Logging Cheatsheet

Python Packages Cheatsheet

links

x.com/timothydelille

linkedin.com/in/timothydelille

github.com/timothydelille