HACK THE VALLEY X

UNHIDDEN TALENT IN

TECH

a solution for unlocking hidden STEM potential!

CONTENTS

Our Solution

Our Method

The How

PART 2

Defining “The” Problem

The Issue?

The Why

PART 1

Incorporating AI

Application and Potential

Demo

PART 3

DEFINING THE PROBLEM

PART 1

WHAT IS

the issue?

Have you ever been lost, felt like you didn’t know what to do, how you will do it?

Have you felt the need for guidance, and felt it difficult to approach or find someone?

Are you at an unfair disadvantage, whether that is environment, gender, race?

“Behind every great leader,

at the base of every great tale of success,

you will find an indispensable circle of trusted advisors, mentors, and colleagues”

“

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”

OUR

solution

Adaptive talent detection system

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Personalized Recommendation System

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Regional resource context

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PART 2

HOW are we making this diverse?

Training on diverse datasets and balanced samples

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Apply fairness constraints in ML algorithm, and bias detection tools like IBM AIF 360

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Track model outputs and get humans in the loop, using guardians to determine if AI is making plausible recommendations.

Tech Stack

Frontend: React, React Router DOM, Vite, Tailwind CSS, PostCSS, Autoprefixer, Node.js, npm, JavaScript (ESNext), HTML5, CSS3��Backend: Express.js, Express.js

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Database: MongoDB, PostgreSQL

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Deployment: Vercel

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AI: Text Encoder(HF Transformers), Numeric Projector(FNN), Behaviour Encode (GRU)& XGboost

User Flow

user profile -> AI Process & Generate questions -> User interacts / with output -> AI analyzation / report of yourself -> if not satisfied -> retries the loop -> Career recommendation ( Resources designed to user profile/ socio economic status) -> Connection to real life opportunities in regional context ( Internship, Mentorship, Employment, etc).

APPLICATION DEMO

THANK YOU

Any questions? Feel free to reach us any time!