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Hi, it's Shanila

I'm

CSE student with a strong foundation in AI, machine learning, and research work. Proven leadership skills through active participation in clubs and community service, complemented by a portfolio of projects ranging from AI-driven applications to real-life implementations. Deeply enthusiastic about creative work and artistry.

Education

Nov 2020-2024

North South University

Bachelor of Science in Computer Science & Engineering

    Major1: Machine learning
    Major2: Neural Network
    Minor: Theory of Computation
May 2018-2020

Ingenious International School & College

A'Level Examination

    Mathematics
    Physics
    Chemistry
May 2016-2018

Playpen School

O'Level Examination

    Additional-Mathematics
    Mathematics
    Chemistry
    Physics
    Biology
    English
    Bangla
    Art

Skills

C++
PYTHON
HTML
CSS
JAVA
C
KOTLIN
JAVASCRIPT
PHP
REACT.JS
PYTORCH
THREE.JS
TENSORFLOW
REACT.NATIVE
DJANGO
FIREBASE
AWS

Projects

AI Infused Dynamic Tracking System

Menstrual health & tracking app with AI integrated chatbots aiding rural women with cycle monitoring, notifications, appointments, personalized generated advice, Bengali language support, fostering healthier lives.

Bullet Dodge

Reinforcement learning agent in a challenging arena, exploring the influence of environmental factors and neural network architectures on optimal learning strategies in dynamic scenarios.

Prediction of Learning Disorder

Machine Learning model to accurately predict learning disorders in children on the autism spectrum using the ASD dataset through multiple algorithms, cross validation techniques and XAI

Epicity.pen: Doodling just got epic

Application that transforms ordinary doodles into realistic vibrant images.

Digital Hearing Aid

App for people with hearing aid disability and autism that takes input sound and then processes, suppresses extreme loud sudden sounds, and finally amplifies the output according to the user’s need.

Synchronization Software

A user-friendly software application that allows users to synchronize and share any kind of data across multiple devices and operating systems for increased productivity and efficiency.

Blood Donation Management System

Web-based system that helps the users with the information of different blood types and how they can be utilized in the blood bank to help several clients that are in need.

Achievements

Research Work

A Machine Learning Approach for Early Detection of Learning Disorders in Pediatrics

This research aimed to develop mechanisms to detect learning disorder in Pediatric individuals aged from 1 to 18 years old. Eight machine learning algorithms were tested to curate an accurate model to predict whether a pediatric individual is susceptible to developing learning disorder or not. The model was calibrated by amalgamating a tool that enables the model to interpret and retrace the underlying factors that contribute to the results. The experimental results revealed that it is possible to detect learning disorder in Pediatric individuals with high reliability.

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Exhibitions

Reverie
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Mukhosher Arale
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Competitions

Gen-Dev Hackathon 2024 (Runners-Up)

A team-based competition to steward great change in bridging gender disparities in Bangladesh. The Gen-Dev Hackathon is organised and supported by Acme AI, the MHM Platform, and WaterAid Bangladesh.

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Strive For The Gifted (1st Prize)

Our group was the top fundraiser for the "Strive for the Gifted" event, organized by the Autism Welfare Foundation (AWS). Our achievement demonstrated exceptional dedication and teamwork, significantly contributing to the support and development of gifted individuals.

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Art Competition (2nd Runners-Up)

I was awarded 3rd prize in an art competition at Playpen School on Independence Day 2017 in Bangladesh. Competing among hundreds of talented students, my artwork, celebrating our nation's independence, was recognized for its creativity and patriotic expression.

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Extracurricular

Art

Clubs

North South University Social Services Club
  • Sub-Executive Committee (Oct 2022 - Jul 2023)
  • Potential Member (May 2022 - Oct 2022)
  • General Member (Jan 2022 - May 2022)
  • Potential Member (May 2021 - Jan 2022)
IEEE NSU PES Student Branch Chapter
  • Core-Volunteer (Jul 2022 - Dec 2022)
  • Volunteer (Jul 2021 - Sep 2022)
IEEE NSU Student Branch
  • Volunteer (Jul 2021 - Sep 2022)

Certifications

Certificate of accomplishment for the third position in the Art competition
2nd runners up at Independence day Art Competition
Certificate of achievement for volunteering at Blood Donation Drive 2022
Certificate of championship in the event Strive for the gifted
Completion of Introduction to Object-Oriented Programming in C++
CS50-Introduction to computer science offered by HarvardX
Exhibition certification of Reverie, organized by The Black Tie Productions
Exhibition certification of Mukhosher-Arale organized by Cozmo Concepts
Certificate of Object Oriented C++; Inheritance and Encapsulation
Certificate of excellence for being a Runners-Up at Gen-Dev-Hackathon
Certificate of commitment and contribution at Habitat for Humanity

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