Summary
Overview
Work History
Education
Skills
Extracurricular Activities
Languages
Professional Development Activities
Activities
Accomplishments
Portfolio & Profiles
Timeline
Generic
RESADUS SALEHIN RAFSAN

RESADUS SALEHIN RAFSAN

DHAKA

Summary

Adaptable and self-directed recent graduate with a Bachelor of Science degree in Computer Science and Engineering. Completed extensive training in Machine Learning, Data Science, and Data Mining. Eager to apply analytical skills and technical knowledge to solve real-world problems in the fields of AI, data analytics, and intelligent systems. Seeking a dynamic role where I can contribute to data-driven innovation.

Major in Information System Completed certifications in Machine Learning, Data Science, and Data Mining Experienced with Python, Pandas, NumPy, Scikit-learn, and TensorFlow Project management Multitasking Self-motivating Leadership skill Seasoned Researcher proficient in analysis and data modeling. Highly efficient, accurate, and analytical professional successful at designing and implementing study parameters.

Overview

7
7
years of professional experience

Work History

Researcher

American International University-Bangladesh
01.2024 - Current
  • Conducted a research project titled "An Improved Ensemble Learning Approach for Accurate Cardiovascular Disease Prediction".
  • Developed an advanced model combining multiple classifiers to enhance prediction accuracy.
  • Achieved a significant accuracy of 94.6%, outperforming baseline models.
  • Focused on optimizing model performance through feature selection and algorithmic tuning.

Researcher

American International University-Bangladesh
01.2024 - Current
  • Implemented an ensemble deep learning model combining ResNet50, InceptionV3, and EfficientNetB0 for accurate classification of apple leaf diseases.
  • Designed and trained the model on a dataset using 52,195,143 parameters, ensuring high learning capacity.
  • Achieved an impressive 96.53% accuracy, significantly improving classification performance.
  • Focused on model generalization and robustness through fine-tuning and architecture optimization.

Researcher

American International University-Bangladesh
01.2024 - Current
  • Conducted a comprehensive study on the role of IoT technology in improving traffic flow and reducing congestion in Dhaka city.
  • Analyzed survey responses and traffic data to evaluate the impact of congestion on productivity and daily life.
  • Found strong public support and growing willingness to adopt IoT solutions, highlighting demand for smarter urban traffic infrastructure.
  • Concluded that IoT adoption can enable a more efficient, sustainable, and data-driven approach to urban transportation management in Dhaka.

Researcher

American International University-Bangladesh
01.2024 - Current
  • Designed a hybrid renewable energy-based electric vehicle charging system integrating solar, wind, biogas, and grid energy to address power and space constraints in EV infrastructure.
  • Introduced a battery swapping mechanism to minimize EV waiting time and parking space, reducing average charging time to just 10 minutes.
  • Utilized Vehicle-to-Grid (V2G) technology with grid-tie inverters to allow energy return to the grid and maintain electricity quality through regulated converters.
  • Proposed Lithium-ion battery implementation for improved safety and reliability over traditional batteries.
  • Demonstrated the system's technical, economic, and environmental feasibility for widespread EV adoption across Bangladesh.
  • Recommended policy-level support, including funding and regulatory reforms, to accelerate nationwide EV infrastructure development.

Project Leader

American International University-Bangladesh
01.2024 - 02.2024
  • Designed and built an advanced level project on Auto Parts Inventory Management system using .NET and PostgreSQL platform.
  • Resulted in better optimization in the management system, enhancing efficiency and accuracy.
  • Managed project team to ensure timely delivery and adherence to project specifications.

Project Leader

American International University-Bangladesh
09.2023 - 12.2023
  • Developed a dynamic riverside scenario simulation in C++, showcasing advanced graphics rendering and simulation techniques.
  • Led the project team in implementing innovative features and ensuring high-quality performance.
  • Demonstrated proficiency in project planning, execution, and presentation.

Project Member

American International University-Bangladesh
09.2022 - 12.2022
  • Built a project on Bus Ticket Management system using .NET and Oracle.
  • Ensured efficient project execution.

Volunteer

UNITY FOR HUMANITY
03.2018 - 04.2020
  • Engaged in planting trees and other environmental conservation efforts to promote sustainability.
  • Assisted in organizing relief efforts for people affected by natural disasters such as floods.

Education

Bachelor of Science - Computer Science and Engineering

American International University-Bangladesh (AIUB)
01.2025

Higher School Certificate (HSC) -

Comilla Govt. College (CGC)
01.2020

Secondary School Certificate (SSC) -

Comilla Modern High School (CMHS)
01.2018

Skills

  • Python
  • R
  • C
  • JAVA
  • C#
  • Oracle
  • SQL
  • HTML
  • PHP
  • JAVASCRIPT
  • CSS
  • NI Multisim
  • Wokwi
  • Tinkercad
  • MATLAB
  • MS Word
  • MS PowerPoint
  • MS Excel

Extracurricular Activities

Played as an all-rounder in the school cricket team, showcasing leadership and teamwork skills. Achieved first prize in inter-college championships for badminton and carrom, demonstrating excellence in sportsmanship and competitive spirit.

Languages

  • Fluency in English
  • Fluency in Bangla

Professional Development Activities

  • Participated in a UI/UX design workshop organized by AIUB Computer Club, focusing on poster design, template creation, and proficiency in Photoshop and Illustrator.
  • Attended a workshop on photography, gaining skills in event photography and professional photography techniques.

Activities

Volunteer, UNITY FOR HUMANITY, 03/01/18, 04/30/18, Engaged in planting trees and other environmental conservation efforts to promote sustainability., Assisted in organizing relief efforts for people affected by natural disasters such as floods.

Accomplishments

Received Dean’s Award twice from American International University-Bangladesh (AIUB):

  • Spring 2022–23: CGPA 4.00/4.00
  • Fall 2022–23: CGPA 3.84/4.00

Portfolio & Profiles

  • GitHub: https://github.com/RsRafsan
  • Portfolio: https://sites.google.com/view/resadussalehinrafsan

Timeline

Researcher

American International University-Bangladesh
01.2024 - Current

Researcher

American International University-Bangladesh
01.2024 - Current

Researcher

American International University-Bangladesh
01.2024 - Current

Researcher

American International University-Bangladesh
01.2024 - Current

Project Leader

American International University-Bangladesh
01.2024 - 02.2024

Project Leader

American International University-Bangladesh
09.2023 - 12.2023

Project Member

American International University-Bangladesh
09.2022 - 12.2022

Volunteer

UNITY FOR HUMANITY
03.2018 - 04.2020

Bachelor of Science - Computer Science and Engineering

American International University-Bangladesh (AIUB)

Higher School Certificate (HSC) -

Comilla Govt. College (CGC)

Secondary School Certificate (SSC) -

Comilla Modern High School (CMHS)
RESADUS SALEHIN RAFSAN