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Vision Institute
of Technology ยท Kanpur
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B.Tech CSE & CSE (AI & ML)

Six Frameworks. One Student Journey.

Four years of engineering should build more than marks. The Vision Framework connects academics with repeated coding, real builds, technical explanation, industry exposure and visible proof of progress.

Every student codes. Every semester builds. Every graduate can prove.
Vision B.Tech student with laptop and backpack
Why a Framework

Different focus. One common purpose.

Not only learn
โ†“
Apply
Not only complete practical files
โ†“
Build & Test
Not only submit work
โ†“
Explain & Defend
Not only collect certificates
โ†“
Keep Proof of Capability

The Framework works alongside the university curriculum. It is not a second curriculum or a calendar of extra events.

The Vision Framework overview

Six Integrated Systems

  • Vision B.Tech LaunchPad โ€” Start Strong
  • Vision Code Studio โ€” Practise Every Week
  • Vision Build Ladder โ€” Every Semester Builds
  • Vision Tech Academy โ€” Learn. Challenge. Contribute.
  • Vision Tech Career & Industry Connect โ€” Know the Role. Try the Work. Prove It.
  • Vision B.Tech Career Passport โ€” Keep the Proof
Our Frameworks

Six integrated systems, real student impact.

Each framework solves a different part of the student journey.

01
๐Ÿš€
Start Strong

Vision B.Tech LaunchPad

Your first-year foundation for coding confidence, developer tools, AI literacy, problem solving, communication and professional habits.

Proof: Entry baseline โ†’ Day-90 progress
02
๐Ÿ’ป
Practise Every Week

Vision Code Studio

Solve โ†’ Code โ†’ Debug โ†’ Test โ†’ Explain. Recurring hands-on technical practice connected with active subjects and labs โ€” not another lecture.

Proof: Code + tests + commits + explanation
03
๐Ÿงฑ
Every Semester Builds

Vision Build Ladder

Students move from smaller guided builds to progressively harder projects across four years. They build, test, document and explain their own contribution.

Proof: Working build + repository + individual defence
04
๐ŸŽ“
Learn. Challenge. Contribute.

Vision Tech Academy

A few working technology communities across coding, development, AI/data, cyber/cloud and open source. Students learn with peers, attempt challenges and extend technical work beyond normal classes.

Proof: Participation + technical output + external exposure
05
๐Ÿ’ผ
Know the Role. Try the Work. Prove It.

Vision Tech Career & Industry Connect

Career direction starts before final-year placement preparation. Students connect with roles, practitioners, live problems, internships, technical interviews and employer feedback.

Proof: Role evidence + external feedback
06
๐Ÿชช
Keep the Proof

Vision B.Tech Career Passport

A four-year evidence record of coding, projects, technical communication, internships and career readiness. Not a certificate folder โ€” a record of what the student can actually demonstrate.

Proof: Portfolio visible to the student, faculty and recruiters
The Student Workflow

How Students Work.

01

Brief

Understand the challenge

02

Attempt

Student starts independently

03

Build / Solve

Create a visible output

04

Test & Explain

Show it works and explain why

05

Feedback

Identify what needs improvement

06

Improve

Correct, retry or handle a changed condition

The objective is not simply to conduct an activity. Students should produce work, understand it, receive feedback and improve it.

The Four-Year Journey

Start. Build. Specialise. Deliver.

A clear path of increasing capability from Year I to Year IV, with real work and visible evidence.

Year I

Start & Explain

Build the foundation

Coding, logic and problem solving; developer workspace and Git; first builds; AI literacy; explain technical work.

"I can start, attempt and explain."
Year II

Build & Connect

Move from exercises to working systems

Stronger coding; data structures/OOP/system work; Git contribution; debugging and testing; larger builds; early role awareness.

"I can build, debug and contribute."
Year III

Specialise & Prove

Develop technical depth

CSE/AIML specialisation; integrated projects; architecture/data/model decisions; testing and evaluation; practitioner/live problems; internship preparation.

"I can make technical choices and defend them."
Year IV

Deliver & Compete

Turn capability into career evidence

Capstone; individual contribution; deployment/testing; portfolio; technical interviews; internship/placement/higher-study transition.

"I can deliver work and prove what I can do."
Common Foundation, Growing Specialisation

One Computing Foundation. Increasing Specialisation.

CSE

Build depth across programming, algorithms, software, databases, operating systems, networks, development and deployment.

CSE (AI & ML)

Shares the strong computing foundation, with progressively deeper work in data, machine learning, model evaluation, AI applications and responsible AI.

The Framework remains common. The technical problems, builds and evidence become increasingly branch-specific as students progress.

What the Framework Builds

Turning potential into possibilities.

๐Ÿงฉ

Technical Practice

Can the student solve, code, debug and test?

๐Ÿ—๏ธ

Building Ability

Can the student turn a problem into a working output?

๐Ÿงญ

Technical Judgement

Can the student explain choices, constraints, errors and improvements?

๐Ÿชช

Career Evidence

Can the student show credible work connected with a realistic role?

Real Student Work

See the Framework in Action.

Real Kanpur student work and outputs from across the Vision B.Tech Frameworks.

Students coding at workstations in a Vision Kanpur computer lab
Vision Code Studio

Weekly build, tested and explained

Student solves a set problem, writes and tests the code, then explains the approach.

Students and a mentor reviewing work together on a laptop at Vision Kanpur
Vision Build Ladder

Semester project, built and defended

Student presents a working build and explains their individual contribution.

Vision Kanpur students at an industry orientation session
Vision Tech Academy

Technical challenge attempted

Student takes part in a coding or technical community challenge outside class hours.

Be Part of the Ecosystem

See How B.Tech Works at Vision.

A degree tells you what a student studied. The Vision Framework is designed to make visible what the student can actually do.

Ask About the Vision Framework

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