Robotics & AI Technical Consultation

A 1:1 technical deep-dive for Robotics and AI practitioners who want clarity on system design, model choices, and architecture decisions—from research prototypes to deployable systems.

This is not generic advice. We focus on first principles, trade-offs, and real constraints.

I can help you with

Robotics

1. ROS2 architecture, simulation, and launch systems
2. Manipulation, perception, and planning pipelines
3. MoveIt2, control stacks, and system integration

AI / ML

1. Transformers, diffusion models, and multimodal systems
2. Vision-Language-Action (VLA) model design
3. Training from scratch vs pretrained trade-offs
4. Debugging unstable or underperforming models

Research → Production

1. Turning ideas into working systems
2. Designing models that scale and remain debuggable
3. Identifying unnecessary complexity early

Projects & Career

1. Reviewing project architecture or code
2. Guidance for students, researchers, and founders
3. Clear next steps and learning direction

What you get

1. 60-minute focused consultation
2. Clear, honest technical feedback
3. Concrete next steps after the call

Optional:

1. Code or design review before the session
2. References, papers, and implementation guidance

Best suited for

1. Robotics / AI students building serious projects
2. Engineers stuck on architecture decisions
3. Early-stage founders validating technical direction
4. Researchers wanting a grounded second opinion

Not a fit if you want

1. Step-by-step beginner tutorials
2. Homework or assignment completion
3. Quick hacks without understanding

If you care about building systems that actually work, this session will save you significant time and confusion.