Analyzing Dynamo

Aryan Aneesh

Shivansh

Tanish Gupta

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Table of Contents

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The Problem

Why AInnotations

How it works

Expansion

Business Plans

The Problem

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The Epidemic of “Over-notating”

Students often:

• Are anxious of forgetting details of lessons
• Write too many notes and struggle to review
• Don’t engage/focus in class because they’re over-notating

This causes:

• Pursuance of memorization, not comprehension
• Anxiety, Depression and other Mental Health Issues
• Discouragement towards pursuing STEM fields (often perceived as “too difficult”)

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Ankit Verghese

AInnotations Co-Founder

In jotting every word the teacher says or writes on the board, you are not building understanding.

You are building a duplicate board.

Ukrainian Refugee Crisis

• The invasion of Ukraine is ongoing with no end in sight
• Nearly 5 Million refugees
• Unstable access to in school education, and internet/electricity

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• AInnotations is here to help these refugees continue their education
• Teachers need some way to streamline the education process
• Curriculum can be challenging when in foreign language

The Solution

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What is AInnotations?

AInnotations is an application that teachers and students can use to streamline the education process. By transcribing the lecture into an organized format of notes with emphasis on important concepts, students now have the opportunity to engage in the learning environment and experience education with convenience.

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Features that our product provides

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Condenses the lecture into comprehensive yet easy-to-understand notes

Presents the notes to students in a pseudo-custom setting, optimized for their learning style

Ability to translate the notes into various languages (viable for Ukrainian students)

How it works

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The Process

Teacher records themselves

Goes through Neural Net

Students take note optimization test

Students get custom notes

We us a Neural Net to find the most important words

A matched pairs test shows improvement after being different note templates

They can even translate it!

Press a button and give a 2-3 min lesson

Student Notes Optimization

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• A JFrame pop-up with tests.
• 10 questions per topic, first without notes, then with notes
• Measures which note style has most improvement

Neural Network for important word recognition

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• Teacher given transcript + prompted to select important words
• 4 sample neural network simulation
• Uses back-propogation

Creating 4 test samples

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• Creates a list of Word objects
• Google’s Speech to Text API for word’s content start/end time
• Fast Fourier Transformation for volume + pitch
• Linked using Maps

Creation of notes

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• Students are presented with HTML notes
• Used Google Translate API to get translations

Demo

Github link: https://github.com/CWYRenee/AInnotations

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How will our business run?

1. Cost: $10/month for a user OR $100/year. Get unlimited transcriptions. �Free plan: Limited amount (10) of transcriptions per month .
2. Use Google Cloud to handle web processing, as it is the best option for its price.
3. Once it starts to blow up, adverts make it so that we can increase our business revenue and put more of a focus on developing better interfaces and more features

Future Plans

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The Plan

Real-Time

Faster and efficient

Responsive Design

Better user experience

Study Help

The go to site for students

Subscription Model

Only pay for what you want

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Main Competitors

Note Form Translation

Costs

Multi-Device

Projections

Expansion…

—Kofi Annan

"Knowledge is power. Information is liberating. Education is the premise of progress, in every society, in every family."

Transcript Demo