Masruk Habib - Computer Engineering Portfolio

Welcome,

I am Masruk Habib, As a passionate programmer and research enthusiast pursuing a B.Tech in Computer Engineering, I am dedicated to developing innovative solutions to address real-world challenges. My journey in technology is marked by a commitment to continuous learning, skill enhancement, and a strong interest in emerging technologies. With hands-on experience in various programming languages, including Python, C, C++, Java, Node.js, and Express.js, I have created a range of projects across web and mobile platforms. My enthusiasm for AI, machine learning, and data science has driven me to explore frameworks like TensorFlow and PyTorch, which I utilize to build deep learning models. Beyond technical projects, I am deeply invested in research and have contributed to published works that push the boundaries of technology. My experience in research writing and literature reviews equips me to communicate complex ideas effectively and stay informed about industry trends. As a student mentor in the Research Activities (RAC) Club, managed by my Computer Engineering department, I guide and support fellow students in their research endeavors. I also had the privilege of being part of an award-winning team at the Azadi Ka Amrit Mahotsav Hackathon 2022, a state-level hackathon, which further reinforced my drive to make a meaningful impact through technology.

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Education:

Bachelor of Technology - Computer Engineering

Marwadi University, Rajkot, Gujarat, India.

July 2021 – Present

CGPA: 7.40/10 [Up to 7th Semester]
Coursework: Computer Programming, Object-Oriented Design and Programming, Data Structure, Web Technology, Advanced Java Technology, Database Management System, Operating System, Computer Organization and Architecture, Computer Network, Cloud Computing Essentials, Cyber Security, Design and Analysis of Algorithms, Software Engineering, Theory of Computation, Computer Vision, Data Visualization, .NET Technologies, Compiler Design,UI AND UX Design, Big Data Analytics, Machine Learning, Artificial Intelligence, Mini Project, Major Projects.

Higher Secondary Certificate Examination-2020 [A-Levels]

BIAM Model School and College, Bogura, Bangladesh.

session 2018 – 2019
GPA: 5.00/5.00

Secondary School Certificate Examination-2018 [O-Levels]

BIAM Model School and College, Bogura, Bangladesh.

session 2016 – 2017
GPA: 5.00/5.00

Skills:

Programming Languages:

Python
JavaScript
Java
C++
C
MySQL

Machine Learning:

Scikit-learn
TensorFlow
PyTorch
OpenCV
Machine Learning
Data Analysis
Deep Learning
Computer Vision

Tools & Platforms:

Git
GitHub
Tableau
VS Code
Figma
Linux
AWS

Web Technologies:

HTML5
CSS3
React.js
Node.js

Soft Skills:

Leadership
Research
Communication
Teamwork
Problem-Solving
Time Management
Project Management
Critical Thinking
Adaptability

Experience:

Research Intern

Research Activities club (RAC), Marwadi University · Internship

May 2024 - Jun 2024

Engage in real-world projects, gaining practical experience in research methodologies and problem-solving.
Work with experienced mentors, receiving feedback and refining research techniques.
Contribute to research papers or book chapters, building a foundation for future publications.
Develop skills in data analysis, critical thinking, research papers writing & formating, and technical reporting.

Junior Backend Developer

Maharshi Care · Healthcare [Startup]

July 2023 - December 2023

Worked with the Model-View-Controller (MVC) framework to integrate databases, create and update API endpoints, and perform code refactoring as per lead developer requirements.
Utilized TypeScript for static typing to improve code quality, and leveraged Node.js and PostgreSQL for scalable backend development.

Volunteering:

Red Crescent Youth Volunteer

Bangladesh Red Crescent Society (BDRCS)

Nov 2016 - May 2021

Participated in various social welfare activities and Organized health awareness programs.
Provided support to disaster-affected communities.
Served as a student leader at BIAM Model School and College, actively involved in both school initiatives and the Red Crescent Youth in Bogura Unit.
Provided volunteer support for school events and community activities, which strengthened my leadership, public speaking, and communication skills.
Participated as a volunteer in the 3rd Regional Red Crescent Youth Camp Bogra 2018.
Developed a foundational understanding of project management while enhancing collaboration and organizational abilities.

Projects:

Machine Learning Classifiers and Hyperparameter Tuning to Enhance Prediction of ASD: An Automated Django Application

Developed a machine learning-based predictive system for Autism Spectrum Disorder (ASD) detection using a UCI dataset. Optimized SVM, LR, ET, and DT classifiers to achieve perfect precision and recall. Hosted on a Django platform for accessibility, with findings published in WCONF 2024, highlighting its impact on early ASD detection in healthcare.

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UR3 CobotOps – Enhancing Cobot Efficiency with ML

Implemented various ML techniques to optimize the UR3 collaborative robot, focusing on predictive maintenance and anomaly detection. Used ARIMA for time series forecasting, LSTM for sequential pattern recognition, K-Means for operational state clustering, and classification models for fault prediction. Trained on a UCI dataset, with plans to integrate real-time sensor data and explore reinforcement learning for further optimization.

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Fusion of Machine Learning Techniques with Hyperparameter Tuning for Hypothyroidism Prediction and Real-Time Flask Web Application

Collaborated with a diverse team on a university mini-project to develop a real-time Flask web app for hypothyroidism prediction. Leveraged advanced machine learning and hyperparameter tuning to ensure high accuracy and reliable health assessments under expert guidance.

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Phishing website detection using machine learning

The project aims to build and evaluate machine learning models that can effectively classify websites as phishing or legitimate based on their features. The use of data balancing, visualization, and various models demonstrates a comprehensive approach to tackling the phishing detection problem.

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Sahayata Setu

Sahayata Setu is a mobile app developed during the Azadi Ka Amrit Mahotsav Hackathon 2022 to streamline donation management. It connects donors, beneficiaries, and NGOs, enabling item postings, requests, and real-time chat. NGOs can manage bulk donations, and volunteers can create campaigns. The platform ensures efficient tracking and administration for seamless donation management.

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Certificates:

Explore Machine Learning using Python

Issued by Infosys|Springboard
Issued Date: September 2024

Student Research Internship Training (SRIT)

Issued by Department of Computer Engineering and Research Activities Club (RAC)
Issued Date: July 2024
Certificate NO: RAC/SRIT/S24

The Complete Tabkeau Bootcamp for Aspiring Data Scientists

Issued by Infosys|Springboard
Issued Date: March 2023

Postman API Fundamentals Student Expert

Issued by Postman
Issued Date: April 2023
Credential ID: 643109c0755a710194397824

CCNAv7: Introduction to Network

Issued by Cisco Network Academy
Issued Date: February 2023

NDG Linux Essentials

Issued by Cisco Network Academy
Issued Date: April 2023

AWS Academy Graduate - AWS Academy Cloud Foundations

Issued by Amazon Web Services Training and Certification
Issued Date: October 2023

Database Programming with SQL

Issued by Oracle Academy
Issued Date: November 2022

Python Data Structures

Issued by Coursera
Issued Date: August 2022
Credential ID: 4D9YCAE6YNJU

Programming for Everybody (Getting Started with Python)

Issued by Coursera
Issued Date: July 2022
Credential ID: 4XBH5XFBLRHV

Digital Security Essentials

Issued by MuktoPaath
Issued Date: May 2020
Credential ID: MC-R560341M893443V106I

Basic First Aid Training

Issued by BDRCS
Issued Date: March 2018

Search and Rescue Training

Issued by BDRCS
Issued Date: October 2018

Code of Conduct (English)

Issued by IFRC|Learning platform
Issued Date: March 2018

Publications:

Machine Learning Classifiers and Hyperparameter Tuning to Enhance Prediction of ASD

Published in: 2024 2nd World Conference on Communication & Computing (WCONF)

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A Comparative Study on Hybrid Machine Learning Voting Classifier Models for Alzheimer's Disease Prediction

Published in: 2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)

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Predicting Psychological Well-being Using Machine Learning with Hybrid Hyperparameter Tuning Techniques

Published in: Accepted in "The Global AI Summit 2024"

Awards:

Award-winning team at Azadi Ka Amrit Mahotsav Hackathon-2022

-Issued by Education Department (Higher & Technical), Government of Gujarat · Mar 2023

Our team was honored with the winning award at Gujarat's Azadi Ka Amrit Mahotsav Hackathon 2022, a state-level event marking India's 75th year of independence. The hackathon served as a platform for innovators and problem-solvers from different sectors to propose solutions to pressing challenges. Our project was recognized for its innovative approach and practical impact, which earned us a noteworthy recognition. We are deeply grateful for the opportunity to contribute to this significant event and exhibit our skills at a state level.

Contact Me:

Masruk Habib

masrukjim@gmail.com

+880 1771 931007

Rajkot, Gujarat, India