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AE Studio
AE Studio (AE.STUDIO) is a bootstrapped software studio founded in 2016 that combines frontier AI alignment research with high-stakes production AI engineering. The team of 150 senior professionals builds AI-native products, custom ML models, and internal AI systems for enterprise, PE/portfolio, mid-market, and startup clients across industries like aviation, edtech, medical devices, and manufacturing.
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Description
AE Studio operates as an applied AI and software engineering firm that ships production AI systems for clients while also conducting frontier alignment research in collaboration with organizations like DARPA and Anthropic. Bootstrapped since 2016 with no outside investors, the company emphasizes independence that allows it to fund alignment research and select projects it believes in. Its client work spans building AI-native products, custom machine learning models, agentic automations, evals and red-teaming, observability tooling, and knowledge graphs, delivered by senior pods embedded directly with client teams. Notable projects include pricing and marketing AI for Azul Airlines, an AI-native learning platform for Alpha School, production software for Blackrock Neurotech's brain-computer interface, and AI document ingestion automation for Global Shop Solutions. The company serves a range of clients including large enterprises navigating procurement and architecture review, private equity portfolios seeking value creation, mid-market businesses focused on operations and margins, and startups needing founder-level velocity.Technology & Skills
MACHINE LEARNING
CHAIN-OF-THOUGHT
JAX
LLM
CROSS-FUNCTIONAL LEADERSHIP
REST API
PROMPT ENGINEERING
MULTIMODALITY
RAG
LANGCHAIN
PRODUCT LEADERSHIP
PROJECT MANAGEMENT
SCRUM
VECTOR SEARCH
KANBAN
UNCERTAINTY QUANTIFICATION
ROADMAPPING
STAKEHOLDER MANAGEMENT
FEW-SHOT LEARNING
COMMUNICATION
AI ALIGNMENT
PROTOTYPING
AGILE
TIME SERIES ANALYSIS
AI SAFETY
WORKSHOP FACILITATION
PRODUCT
NLP
NEUROSCIENCE
ROADMAP PLANNING
COT
EVALUATION
VECTOR DATABASE
GENERATIVE AI
PROMPTING
RESEARCH MANAGEMENT
EXPERIMENTAL DESIGN
SUMMARIZATION
PYTORCH
DATA SCIENCE
MILESTONE DEFINITION
PYTHON
AI PRODUCT DEVELOPMENT
OPENAI API
DEEP LEARNING
RESEARCH
GRANT MANAGEMENT
ALIGNMENT RESEARCH
FINE-TUNING
TENSORFLOW
CROSS-FUNCTIONAL COMMUNICATION
COMPUTER VISION
INTERPRETABILITY
TABULAR DATA
CURSOR
CLIENT RELATIONSHIP MANAGEMENT
AGENT ORCHESTRATION
MODEL EVALUATION