Open to opportunities

Sowad Rahman

@sowadrahman

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Aspiring data scientist with expertise in machine learning and AI.

Bangladesh

Message

What I'm looking for

I am seeking a role that fosters innovation and allows me to apply my machine learning skills in impactful projects.

I am a dedicated computer science student at BRAC University, specializing in machine learning and artificial intelligence. My thesis focuses on developing deep learning models to enhance riverbank monitoring using GAN and self-supervised segmentation techniques. I am passionate about leveraging technology to solve real-world problems, and my academic journey has equipped me with a solid foundation in data science and computer vision.

In addition to my studies, I have gained valuable research experience at Mahdy Research Academy, where I contributed to predictive modeling for lung cancer with an ensemble model achieving 98% accuracy. My role as a Junior Backend Developer at Molvibazar Cable System allowed me to design backend systems for streaming services and improve database efficiency, enhancing user experience. I am committed to continuous learning and applying my skills to impactful projects.

Experience

Work history, roles, and key accomplishments

Current

Research Assistant

Current

Mahdy Research Academy

Jan 2023 - Present (2 years 5 months)

Analyzed multimodal data for predictive modeling in healthcare, achieving high accuracy with ensemble models.

Data Analysis Machine Learning Bayesian Neural Networks

Current

Researcher

Current

Mahdy Research Academy

Oct 2023 - Present (1 year 8 months)

Analyzed multimodal data for predictive modeling, achieving high accuracy in lung cancer prediction and other diseases using machine learning algorithms.

Machine Learning Data Analysis Bayesian Neural Networks

Junior Backend Developer

Molvibazar Cable System

Oct 2023 - Mar 2024 (5 months)

Designed backend systems for streaming services and improved database efficiency for better user experience.

Backend Development Database Management Python SQL System Design

Junior Backend Developer

Molvibazar Cable System

Oct 2023 - Mar 2024 (5 months)

Designed backend systems for streaming services and improved database efficiency for better user experience.

Backend Development Database Management Streaming Python SQL

Math Instructor

Udvash

Jan 2023 - Feb 2023 (1 month)

Taught advanced mathematics with an emphasis on problem-solving techniques.

Problem Solving Curriculum Development Communication Teaching

Researcher

BRAC University

Conducted research on emergency stop systems using YOLOv8, contributing to data collection and technical documentation.

Computer Vision YOLOv8 Data Collection Technical Writing Research

Research Assistant

BRAC University

Jan 2023 - Oct 2023 (9 months)

Assisted in computer vision research focusing on emergency stop using YOLOv8, contributing to data collection, analysis, and technical documentation.

Computer Vision YOLOv8 Data Collection Data Analysis Technical Writing

Math Instructor

Udvash

Jan 2022 - Jan 2023 (1 year)

Taught advanced mathematics with an emphasis on problem-solving techniques to enhance student understanding.

Problem Solving Curriculum Development Teaching

Education

Degrees, certifications, and relevant coursework

BRAC University

Bachelor of Science, Computer Science

2021 - 2025

Grade: 3.11

Activities and societies: Relevant courses include Calculus, Linear Algebra, Physics, Data Structures, Machine Learning, AI, and Computer Vision.

Studying B.Sc. in Computer Science with a focus on deep learning approaches for monitoring riverbank changes using GAN and self-supervised segmentation techniques. The thesis involves developing models to enhance monitoring by filling data gaps and segmenting river areas using satellite imagery.