Samir Amin

Co-Founder

Cambridge, Massachusetts, United States2 yrs 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

MIT alum with strong AI and ML expertise
Experience in building agentic AI products
Led technical development for an AI app

Stackforce AI infers this person is a skilled AI and Machine Learning engineer with a focus on product development.

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Skills

Core Skills

Machine LearningAi Products

Other Skills

Reinforcement LearningML InfrastructureNatural Language Processing (NLP)SQLDeep LearningComputer VisionData ScienceNeural NetworksDeep Neural Networks (DNN)Python (Programming Language)

About

Hey, I’m Samir! I’m an MIT alum and former student-athlete and who studied computer science and cognitive science, an ex-founder, and now a founding engineer at Weave. I’m building agentic AI products and posttraining models that help teams understand AI itself as well as general engineering work. Lately, I’ve been researching reinforcement learning for agents, ML infra, and the question of how to make AI systems actually useful.

Experience

2 yrs 11 mos

Total Experience

1 yr

Average Tenure

10 mos

Current Experience

Weave

Founding AI/ML Engineer

Aug 2025 – Present · 10 mos · San Francisco, CA · On-site

Building machine learning systems and agentic AI products that analyze software, engineering workflows, and AI system behavior. I’ve worked across model development, agent design, and ML infrastructure, including:
Built reinforcement learning models to predict the output quality of code and AI-generated engineering work
Developed an end-to-end debugging agent that identifies likely root causes of bugs with high confidence
Created autonomous research agents that analyze how technical organizations operate across code, issues, documentation, and engineering workflows

Machine LearningAI ProductsReinforcement LearningML Infrastructure

Homerunns

Co-Founder and CTO

Nov 2023 – Jan 2025 · 1 yr 2 mos · Cambridge, Massachusetts, United States · Hybrid

Led the technical development of an AI-home repairs mobile and web app. Managed a small team of developers from MIT and abroad.
https://homerunns.com

Mit computer science and artificial intelligence laboratory (csail)

Research Intern

May 2023 – Dec 2024 · 1 yr 7 mos · Cambridge, Massachusetts, United States · Remote

Conducted visualizations of various algorithms’ space and time complexities over time
Developed and maintained a robust database to efficiently store and retrieve vast amounts of research
Conducted in-depth analyses on distributed algorithms to identify key statistical insights.

Mit schwarzman college of computing

Machine Learning Research Intern

May 2022 – May 2023 · 1 yr · Cambridge, Massachusetts, United States · On-site

Developed and implemented a machine learning pipeline to predict large scale natural disasters.
Utilized satellite data, climate data, NLP, and ML techniques including Pytorch, Tensorflow, Sci-Kit, NumPy, and Keras in order to perform feature engineering and data augmentation

Machine LearningNatural Language Processing (NLP)

Plots inc.

Software Engineer

Jun 2021 – May 2022 · 11 mos · Los Angeles, California, United States · Remote

Collaborated with a team of Stanford and Berkeley students to engineer a social networking application. Raised over $500,000 from MIT Sandbox, MIT Venture Mentoring Service, and other investors