₹840 /month
₹840 today · then ₹1,200/month
Every current course with the shortest commitment.
Choose MonthlyNewDecode any paper's notationFree mini-series
Everything a GoogleL7 knows. Mapped.
Learn what it takes to operate at a senior level: sequenced courses in AI research, system design, and ML math, built for developers and researchers.
Pick your path
Choose where to start
ai research
Research path
AI research
- Math foundations to LLMs
- Landmark papers, in order
- GPU and tooling practice
Open course
system design
Engineering path
System design in depth
- Notes and case studies
- From-scratch implementations
- Built for senior interviews
Open course
in-depth ml maths
Foundations path
Advanced ML Maths
- Sets and logic to inference
- Linear algebra and calculus
- Interactive checks throughout
Open course
inference
engineering
Production pathSoon
Inference engineering
- Latency and cost budgets
- KV cache and batching math
- Quantization tradeoffs
View roadmap
open
robotics
Embodied systems pathSoon
Open robotics
- ROS 2 and simulation first
- Control, perception, navigation
- Up to the hardware boundary
View roadmap
Skillmaxing is a workspace for deliberate technical practice, not another catalogue of tutorials.
It gathers the material that usually takes years to discover, filter, and connect, and keeps it maintained weekly so there is one place to keep widening your range.
That saves you from sifting through papers, books, courses, videos, and blog posts just to learn what is worth your evening.
Enter at any level and move at your own pace. The aim is the taste, context, and judgment behind staff-level engineering work.
@ Skillmaxing Labs
Beyond the courses
Everything else on skillmaxing.
01Free instruments
LabsTradeoffs you can poke
02Paper calendar
DailyOne paper at a time
03Research landscape
CompaniesTeams shaping the field
04Reference shelf
ResourcesBlogs, books, tools
05Learning paths
RoadmapLearn in order
06Reading order
PapersStart with the first
07Reference stack
ToolsThe technical shelf
08Writing
BlogNotes from the archive
PlansView full pricing
Full catalogue on every plan
Weekly archive updates
Regional pricing applied automatically
₹490 /month
₹5,880 today · then ₹8,400/year
The same full access at the lowest recurring monthly rate.
Choose Annual₹8,400 paid once
One payment, no renewal
All current tracks, every future course, and every update.
See lifetime offerFAQ
Questions people ask before joining.
Everything worth knowing before you pick a path. If it is not here, ask and it will be added.
Where should I start?
Start free. If you want papers and models, open AI Research. If you want architecture judgment and interview practice, open System Design. If the math is the blocker, start with ML Math.
What is actually inside AI Research?
Twelve modules that move from math foundations to modern LLM practice, with landmark papers sequenced so each one builds on the last.
What is actually inside System Design?
Thirty modules of notes, design walkthroughs, company cases, and from-scratch implementations, ending with an interview module and a capstone.
Is this only for interview prep?
No. Interviews are one module. The rest is written for the work itself: designing, operating, and changing real systems.
Can I use it before paying?
Yes. Every course opens with free lessons, and the free ones are complete lessons rather than teasers.
How often does the material change?
Weekly. New lessons, corrections, and rewrites land continuously, and every plan includes them.
Three fields / one map
Get started Check out the roadmaps.
See what to learn, in what order, then start with the first useful branch.