01
AI product strategy
Find the right use case, define a realistic first release, and make sound choices about models, data, and user experience.
Discuss this service ↗Applied AI consulting · Silicon Valley
Turn ambitious AI ideas into working products.
Chatrobotics LLC partners with teams across domains to shape, build, and improve AI products—from the first technical decision to a system people can use. Our experience in education and content gives us a strong foundation for solving problems elsewhere, too.
Led by Kamran Mostafavi, founder and hands-on AI engineer
✳AI
product
product
Content
Models
People
Thoughtful engineering, end to end
EXPERIENCE ACROSS
AI product developmentEducation technologyML infrastructureContent systems
How we can help
Practical expertise for
the hard parts of AI.
Move from a promising concept to a useful, dependable product with a partner who can work across product thinking, application code, and machine learning systems in your domain.
02
AI application development
Build the product layer around AI: document understanding, search and retrieval, intelligent assistants, workflow automation, and full-stack integrations.
Discuss this service ↗03
ML systems & architecture
Design and improve the data pipelines, deployment paths, and system architecture that help machine learning products run reliably.
Discuss this service ↗Built from the ground up
Product thinking
meets production code.
Selected work from Kamran’s experience building and operating real systems. Education is one proven domain; the underlying engineering skills transfer across industries.
More background and projects ↗FOUNDER-BUILT PRODUCT↗
Chatrobotics
An AI learning platform that turns course materials into study tools, helping learners work with information in a more active way.
1,000+users reached
PDF →study resources
AI +learning workflows
A Chatrobotics LLC product; an example of the problems we know firsthand.
SYSTEMS EXPERIENCE↗
Reliable systems at scale
Earlier engineering leadership across high-availability networking and firmware architecture shaped a practical approach to complex production systems.
01Juniper NetworksRouting systems · 2000–2009
02HPFirmware architecture · 1995–2000
Career details and patent information are available on Kamran’s profile.
A clear way to work
Senior attention.
Useful progress.
Engagements are shaped around your goals and team. Start with a focused conversation, then agree on the smallest useful next step.
Understand the opportunity
We clarify the user, the business goal, current constraints, and what success would look like.
Choose a concrete plan
Get a technical review, a product direction, or a scoped build plan that your team can act on.
Build alongside your team
When it fits, move into hands-on implementation, architecture support, or an ongoing advisory engagement.
The person behind the work
Built by an engineer
who also ships products.
Kamran Mostafavi is a machine learning engineer and technical architect with experience spanning AI education products, large-scale networking, and software architecture. As founder of Chatrobotics LLC, he brings both the engineering detail and the product perspective to consulting engagements across domains.
He has taught machine learning at Georgia Tech and built data pipelines with Databricks. That depth in education and content sits alongside engineering experience in networking, firmware, and production systems—capabilities that can be applied to many kinds of business problems.
Read Kamran’s profile ↗Have a project in mind?
Let’s make the next
step clear.
Whatever your industry, tell us what you’re building, what’s getting in the way, or where you’d like an experienced perspective.