01
Student AI Program
A 12-week cohort where students collect data, train models, and ship an end-to-end AI project on real hardware.
Learn more →
Edge AI Education · Lucknow, India
The AI Economy is already here.
The AI Economy is already here.
Will your students lead it?
We teach everyone in schools and colleges to build AI - not just use it. Real hardware. Real datasets. Real outcomes that show up in college applications and first jobs.
15+ years in AI & Security
NVIDIA Partner Program
Live Lab in Lucknow
🇮🇳 Startup India Registered
Who we serve
Built for the Indian education system.
Whether you run a CBSE school, an engineering college, or a vocational institute, our programs slot into your calendar, your batch sizes, and your students' real ambitions.
CBSE Schools
Senior secondary AI integration
ICSE Schools
Computer applications & STEM
Engineering Colleges
UG / PG electives & clubs
Polytechnic Institutes
Diploma-level AI tracks
ITI / Vocational
Hands-on AI fundamentals
Govt Institutions
Public-sector AI capacity
Private Schools
Premium AI electives
Coaching Programs
Add-on AI cohorts
Our programs
Four programs. One curriculum. Built for institutions, not consumers.
Pick the entry point that fits your school or college. Every program teaches the same core skill: how to build AI, not just use it.
02
Teacher Training
A 5-day intensive that turns existing CS / STEM teachers into confident, classroom-ready AI educators.
Learn more →03
Full AI Lab Setup
Turn-key AI lab on your campus: GPU workstations, edge devices, curriculum, teacher onboarding and a year of support.
Learn more →04
AI Student Kit
A portable AI lab in a box - hardware, datasets, mentor access, and a workbook the student keeps after the program.
Learn more →The problem
Your students know AI. But can they build it?
Most students today have used a cloud-based AI tool. Very few have ever trained a model, labelled a dataset, or run inference on real hardware. That gap - between using and building - is the gap between being a consumer of the AI economy and a creator inside it.
38%
of government schools have internet access
Source: UDISE+ Data
29%
of teachers have digital pedagogy training
Source: India Education Report
Zero
GPU hardware in most school AI labs today
Source: Ground reality
What most schools teach as "AI"
- Slides explaining what AI is
- Demos of cloud-based AI tools
- Drag-and-drop block coding
- Theory without hardware
- No exposure to datasets or model training
What AI careers actually require
- Hands-on training of real models
- Working with datasets - collection, labelling, cleaning
- Inference on edge devices and GPUs
- Python, PyTorch, model evaluation
- Building a project the student owns end-to-end
The global race
The world is racing to build AI builders. Not AI users.
🇨🇳 China
- AI mandatory in K-12 from 2025
- National AI textbook rollout across provinces
- State investment in school-grade AI labs
- Goal: become the world's primary AI talent base by 2030
🇺🇸 United States
- Federal push for AI literacy in K-12
- Universities embedding AI across every major
- NSF and DARPA funding student AI builders
- Industry-school partnerships at scale
🇮🇳 India
- NEP 2020 mentions AI - implementation lags
- Most schools still teach AI as theory only
- Hardware access concentrated in elite institutions
- Teachers ready, but training infrastructure missing
Sources: UNESCO AI in Education Report, NEP 2020, Stanford AI Index
How we teach
From first exposure to a working model - in four stages.
Every stage is hands-on. Every stage is on real hardware. No simulators, no toy demos.
01
See It
Students watch a live AI model run on real hardware - perception, classification, decision in real time.
02
Understand It
We open the model. What is a neural network doing? What data trained it? Where does it go wrong?
03
Train It
Students collect data, label it, and train a model end-to-end on GPU - the same workflow industry uses.
04
Build With It
Students ship a working AI project - deployed to an edge device, solving a problem they chose. Theirs to keep.
What students build
Real projects. Indian context. Portfolio-grade.
A sample of the projects student cohorts have built or are scoped to build - chosen for their relevance to Indian classrooms, communities, and careers.
Vision · Agriculture
Crop Disease Detector
Edge model that identifies leaf disease in wheat and tomato from a phone camera - trained on a student-collected dataset.
Speech · Indian Languages
Hindi Voice Command Recognizer
A small speech model that recognizes 20 Hindi voice commands offline - runs on a sub-1W edge board.
Vision · Public Safety
Traffic Sign Classifier
An on-device model that recognizes Indian road signs from dashcam footage - first step toward driver-assist research.
Sensors · Environment
Air Quality Predictor
A regression model trained on local AQI sensor data, predicting next-hour pollution for a student's neighbourhood.
Vision · OCR
Number Plate OCR
A two-stage model: detect plate, read characters - all running offline on a credit-card-sized edge device.
Vision · Edge
Real-time Object Detector
A trained object detector running at 30 FPS on edge hardware - the student's first taste of production-grade ML.
Why PaniniX Labs
Practitioners. Not theorists. Based in Lucknow, building for India.
We bring fifteen years of AI & security work into the classroom - and we are doing it from a Tier-2 city, on purpose.
15+
Years in AI & Security
Practitioner expertise from the field, not the textbook.
NVIDIA
Active Partner
Member of the NVIDIA Partner Program, with current AI tooling.
Live
Demo Lab in Lucknow
A working AI lab you can visit and see in person, today.
🇮🇳
Startup India Registered
Built in India, for Indian schools, colleges, and students.
Voices in the room
The people shaping the AI economy are clear about what comes next.
"
People who learn to adopt and adapt to AI will do better. The earlier students learn the tools, the more they can shape what comes next.
"
Every company will be an AI company. Software is being rewritten - and the next generation of engineers needs to know how to build it.