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USD 20 /hr

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Hire Nazmul H.

Bangladesh

USD 20 /hr

Machine Learning for Healthcare | Biomedical Data Analyst | Classification & Predictive Modeling

Profile Summary

I am an Instrument Engineer with over six years of professional experience in laboratory instrumentation, data acquisition systems, and analytical measurement techniques, currently working at the Central Laboratory of Khulna University, Bangladesh. I hold both BSc and MSc degrees in Electronics and Communication Engineering (ECE), with a strong focus on signal processing, data analysis, and applied machine learning. My core expertise lies in machine learning and data analysis, particularly in healthcare and biomedical applications. I have hands-on experience working with medical datasets, including breast cancer prediction using classification algorithms such as Random Forest, along with feature selection and data preprocessing techniques. I am proficient in Python and commonly used data science libraries including Pandas, NumPy, and Scikit-learn. In my current and ongoing work, I am actively exploring AI-driven solutions for biomedical data analysis, aiming to develop accurate and interpretable predictive models. I am also interested in research-oriented projects, including dataset analysis, model development, and scientific report writing. My long-term goal is to contribute to impactful research in AI/ML for healthcare and pursue a PhD in this field. I can assist clients with: * Machine learning model development (classification and prediction) * Data preprocessing, cleaning, and feature engineering * Biomedical and healthcare data analysis * Research support, including literature review and technical writing * Experimental data interpretation and reporting I am detail-oriented, reliable, and committed to delivering high-quality, reproducible results. I am particularly interested in collaborating on research-driven and data-intensive projects where I can apply both my engineering background and analytical skills.

Subject Matter Expertise

• ☆ Biomedical Engineering
• ☆ Signal Processing
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Machine Learning
• ☆ Health Data Analysis
• ☆ Python
• ☆ Research Methodology

Services

• Writing

Writing Technical Writing, General Proofreading & Editing, Translation

Work Experience

Instrument Engineer

Khulna University

October 2018 - Present

Instrument Engineer

Khulna University

October 2018 - Present

Internee

Grameenphone Ltd.

July 2017 - July 2017

Education

Master of Science in Electronics and Communication Engineering [M. Sc. Engg. (E.C.E.)]

Khulna University

July 2018 - March 2023

Master of Science in Electronics and Communication Engineering [M. Sc. Engg. (E.C.E.)] (Electronics and Communication Engineering )

Khulna University

June 2018 - March 2023

Bachelor of Science in Electronics and Communication Engineering [B. Sc. Engg. (E.C.E.)] (Electronics and Communication Engineering )

Khulna University

August 2013 - June 2018

Bachelor of Science in Electronics and Communication Engineering [B. Sc. Engg. (E.C.E.)]

Khulna University

August 2013 - March 2018

Certifications

• Mercury Analyzer Training

  Nippon Corporation

  https://drive.google.com/file/d/1xEP-n3Ob7AJ9YrZR7u0gIpIfvOW1iqZn/view?usp=drive_link

  October 2023 - Present

Publications

JOURNAL ARTICLE

Md. Nazmul Hashib, Niloy Sikder, Abdullah Al Nahid (2025). Early Indoor Fire Prediction Model Using Indoor Laboratory Datasets Based on MachineLearning Classifiers . International Journal of Advanced Networking and Application.