AI-Powered Adaptive Learning Engine

Learn Precisely.Level Up Faster.

TensorUp maps your skill gaps, builds a personalised AI path from the best resources across the internet, and gets you to your next role — without wasting a single hour.

Join the WaitlistSee How It Works
Early access discounts for waitlist members
Personalised in < 2 minutes
Built for tech teams
tensorup — learning-engine
tensorup init --role "senior-software-engineer"
⠋ Scanning skill graph...

Profile created. Analysing 14 skill dimensions.

target_role: "AI Engineer"
current_gap: 5 core skills // weighted by career impact
est_timeline: 6 weeks // at 5h/week

path_resources:
[28 curated] // docs, frameworks, tutorials, labs

Learning path ready. tensorup start →

Three steps. Zero guesswork.

Whether you're a developer, QA engineer, or product manager — our adaptive AI does the heavy lifting.

Step 01

Map Your Skill Graph

Tell us your current role, tools, and experience. Our AI maps your complete skill topology in under 2 minutes — from coding to testing to product strategy.

Step 02

Set Your Target

Choose where you want to be — LLM Engineer, ML Engineer, AI Product Manager, or AI Architect. We reverse-engineer the path from that destination.

Step 03

Execute With Precision

Your AI-curated path pulls from docs, repos, courses, and tutorials across the internet. Every resource is weighted by impact. No filler, no fluff.

Built for how tech
professionals actually learn.

Not another course catalogue. An intelligent system that adapts to your role, your stack, and your goals.

Skill-Graph Intelligence

Your entire skill profile. Quantified.

We map your complete skill graph against your target AI role and surface the precise gaps — whether you're building LLM applications, mastering RAG pipelines, or levelling up in MLOps and AI agents.

Prompt Engineering
38%
RAG Systems
28%
LLM Fine-Tuning
22%
MLOps
32%
AI Agents
20%
Context-Aware Paths

Same goal, entirely different paths.

A backend engineer and a QA engineer both targeting LLM Engineering get completely different paths — because their starting points, tools, and time budgets differ.

LLM Foundations & APIs✓ done
Prompt Engineering✓ done
RAG Pipeline Design~4h left
Fine-Tuning with LoRA~6h
AI Agent Frameworks~5h
Resource Agnosticism

The best resource wins. Regardless of source.

We curate from the entire ecosystem — official docs, GitHub repos, video tutorials, interactive labs, and industry blogs. No locked content library.

50K+
Resources indexed
12
Source types
Precision Progress

Track growth with real metrics.

Skill development is tracked with quantified data — not vague completion bars. See exactly where you stand and what's next.

3.2×
Faster skill acquisition
94%
Path completion rate

Numbers that matter.

3.2×
Faster than self-directed learning
14wk
Avg. role transition timeline
94%
Path completion rate
<2min
To generate your first path

Not another course platform.
An intelligent learning architect.

Here's what makes us fundamentally different from browsing another catalogue.

Skill-Graph Intelligence

We map your entire professional skill topology — across engineering, QA, and product — and surface the precise gaps weighted by career impact.

Context-Aware Personalisation

A backend developer and a QA lead both targeting senior roles get completely different paths. Because their context, tools, and timelines are different.

Open Ecosystem Curation

We pull from the entire internet — docs, repos, videos, courses, labs. We're not a walled garden. The best resource wins, regardless of source.

Radical Transparency

See exactly why a resource was recommended, how your skill profile was assessed, and what data powers your path. We show our work. Always.

Your next role starts with
your next skill.

Stop browsing course catalogues. Let AI build the shortest path from where you are to where you want to be — whether that's Staff Engineer, QA Lead, or Senior PM.

Waitlist members receive exclusive discounts at launch · No spam, ever