Molly Cantillon
Founder at NOX
Palo Alto, California, United States
Summary
🤩
Rockstar🎓
Top SchoolMolly Cantillon is a founder and full-stack AI engineer in Palo Alto with five years of experience building production ML and web systems. As founder of NOX and formerly an AI engineer at LangChain, she helped build and ship chat features that combined Next.js UIs with a FastAPI backend, implemented streaming responses, and refactored vector storage to Weaviate while optimizing ingestion pipelines in a widely used open-source LangChain repo. Her CS and math training at Stanford, plus entrepreneurship studies at MIT and hands-on roles at Replicate, Microsoft, and early-stage startups, give her a rare blend of product instincts and systems-level execution. She excels at turning research ideas into scalable conversational AI products and shipping end-to-end solutions.
5 years of coding experience
5 years of employment as a software developer
Entrepreneurship/Entrepreneurial Studies, Entrepreneurship/Entrepreneurial Studies at Massachusetts Institute of TechnologyCum Laude, TC Abbey Orator, Cum Laude, TC Abbey Orator at Newark AcademyBachelor of Science - BS, Computer Science (AI), Mathematics, Bachelor of Science - BS, Computer Science (AI), Mathematics at Stanford University
English, Chinese, French
Github Skills (15)
weaviate10
back-end10
fastapi10
openai10
backend10
back-end-development10
python10
langchain10
react9
frontend-development9
front-end-development9
next-js9
stream-processing9
api9
api-doc9
Programming languages (6)
Github contributions (5)
langchain-ai/chat-langchain
Aug 2023 - Sep 2023
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:11 reviews, 8 PRs, 42 pushes in 24 days
Contributions summary:Molly contributed significantly to the development of the chat functionality within the Langchain project, enhancing the user interface with Next.js and integrating it with a FastAPI backend. Their work included implementing streaming responses and incorporating chat history features. They also refactored the codebase to leverage Weaviate for vector storage, and optimized the ingestion process.
nox-devices/nox-anon2
Jul 2024 - Jul 2024
Examples repo for Anon
Contributions:1 PR, 4 pushes in 7 days
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