AI Infra2013
Provides a browser-based interface to query, analyze, visualize, and manage data stored in Elasticsearch. Offers dashboards, interactive visualizations, search/discover, geospatial maps, alerting, and built-in ML/AI features such as natural-language search and an assistant. Suited for observability, security analytics, and operational monitoring on Elasticsearch clusters.
AI Others2015
Curated collection of AI courses, books, video lectures, papers and engineering guides for developers building generative models and agentic systems. Actively maintained with a weekly, evidence-backed curation workflow and an opinionated quality bar.
AI Train2015
End-to-end quantitative trading framework that covers feature engineering, model training, signal generation and live execution; includes vnpy.alpha for ML-driven strategy research and workflow management, aimed at production trading and research pipelines.
AI Others2017
Interactive, community-driven learning roadmaps and guides that map skills, technologies, and curated resources for developer career paths — covering frontend, backend, DevOps, ML/AI, MLOps, prompt engineering and more. Clickable nodes link to tutorials, best practices and question banks to guide study and hiring prep.
A 2019 essay arguing that over 70 years of AI, general methods that scale with computation — search and learning — consistently beat hand-coded human knowledge. The short text that crystallized the scaling-vs-priors debate.
AI Infra2019
Provides a hosted or self-hosted Postgres platform that exposes database, auth, realtime subscriptions, file storage, serverless functions, and auto-generated REST/GraphQL APIs. Includes an AI & vector/embeddings toolkit and modular client libraries for building web, mobile and AI applications without stitching multiple vendors.
Career advice for ML researchers from the creator of TRPO and PPO: how to pick problems worth solving, why goal-driven beats idea-driven research, and the daily notebook-and-review habit that compounds small experiments into breakthroughs.
AI Others2020
Aggregates Summer 2026 internship postings across software engineering, data science/AI, quant, product and hardware; curated and updated daily by the Pitt Computer Science Club and Simplify. Lists 250+ active roles with categories, direct application links, and age-since-posting to help applicants find timely openings.
A 12-week, 24-lesson beginner-friendly AI curriculum with executable Jupyter notebooks, quizzes and labs that teach neural networks, computer vision, NLP, generative models and ethics using PyTorch and TensorFlow examples.
AI Others2021
Curated self-study roadmap and reading-list for learning computer science end-to-end — organizes open courses, textbooks, and project recommendations across programming languages, systems, algorithms, AI/ML and more; aimed at motivated learners planning a 2–3 year self-directed path.
AI Dataset2022
Community-curated collection of ChatGPT-style prompts mirrored as a Hugging Face dataset; organized by task and model compatibility for quick reuse. Useful for prompt engineering, text-generation prototyping, and building conversational examples across multiple LLMs.
AI Client2023
Browser-first, local-first note app that stores your notes as plain Markdown files and offers a chat-like input flow. LLM-friendly file structure, offline-capable PWA, and Telegram bot integration — data stays on your device unless you enable syncing.