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Research

Research, publications, and engineering analysis

A focused record of publications, applied research themes, and simulation-driven engineering work that supports implementation decisions.

Technical Areas

Current research focus areas

01

Applied AI systems for engineering and decision-support workflows

02

Healthcare analytics built on high-integrity clinical datasets

03

Secure content and workflow architecture for production platforms

04

Control-system and energy-model analysis through simulation

Md Mahfuzul Islam research profile portrait

This research lane shows the analytical work behind current data, AI, and simulation decisions.

Publications

Publication and citation record

2023
Citations: 4

Survival Analysis of Breast Cancer Patients: A Population-Based Study from SEER

R S Rahman, Al Keats, M A Kabir, A Newaz, M M Islam

2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)

Research Themes

Applied technical themes

Engineering simulation flow visual

Simulation and advanced engineering evidence

Modeling and controller-response evaluation used to test engineering tradeoffs and technical assumptions.

Evidence: MATLAB and Simulink response plots

  • Model setup: plant plus constraints
  • Controller tuning comparison
  • Response curves and settling analysis
  • Tradeoff: efficiency versus dynamic response

Theme List

AI

Healthcare data integration and reliable analytical infrastructure

AI

Survival modeling and interpretable clinical ML

AI

Signal and system-level analysis for biomedical and engineering use-cases

AI

Controller design and performance optimization in electrical drives

AI

Retrieval-augmented AI tools for technical learning and decision support

Technical Explorations

Ongoing study and experimentation threads

01

Exploration

Bilingual retrieval assistant design for EE learning with cited responses

02

Exploration

Controller tuning comparisons across series PI, IMC, and manual strategies

03

Exploration

Schema-validated content pipelines for admin-managed platforms

04

Exploration

Research-to-production implementation with security and operations controls

Related Research Projects

Research and experiment records connected to implementation

Breast Cancer Survival Prediction project evidence visual
University / Personal ExperimentsResearch

Breast Cancer Survival Prediction

SEER survival analysis with Kaplan-Meier, Cox PH, and Random Survival Forest models.

Proof

ICECET 2023

Stack

Python / Scikit-learn / Survival Analysis / +1

Advanced Controller Design and Optimization (PMSM FOC) project evidence visual
University / Personal ExperimentsResearch

Advanced Controller Design and Optimization (PMSM FOC)

PMSM FOC assessment with PI controller redesign and response-quality validation.

Proof

PMSM FOC

Stack

MATLAB / Simulink / FOC / +2

EV Powertrain Simulation project evidence visual
University / Personal ExperimentsResearch

EV Powertrain Simulation

MATLAB/Simulink EV powertrain model with battery sizing and control tradeoffs.

Proof

MATLAB/Simulink

Stack

MATLAB / Simulink / Control Systems / +1

Anomaly Detection Using Gaussian Model project evidence visual
University / Personal ExperimentsCompleted

Anomaly Detection Using Gaussian Model

Gaussian anomaly detection with density modeling, threshold tuning, and F1 evaluation.

Proof

Gaussian model

Stack

MATLAB / Gaussian Model / Thresholding

Bluetooth Interfacing with 8051 project evidence visual
University / Personal ExperimentsCompleted

Bluetooth Interfacing with 8051

8051 and HC-05 Bluetooth control system for LED, LCD, relay, and buzzer operations.

Proof

8051 Assembly

Stack

8051 Assembly / HC-05 / MIDE-51 / +1

ECG Signal Denoising with Wiener Filtering project evidence visual
University / Personal ExperimentsResearch

ECG Signal Denoising with Wiener Filtering

ECG enhancement using synchronous averaging, QRS detection, and Wiener filtering.

Proof

Wiener filter

Stack

MATLAB / Signal Processing / Wiener Filtering / +1

Image Thresholding for Background Removal project evidence visual
University / Personal ExperimentsCompleted

Image Thresholding for Background Removal

Image preprocessing for white and near-white background removal through threshold segmentation.

Proof

RGB thresholding

Stack

MATLAB / Image Processing / Thresholding

Two-Area Power System MATLAB Simulink project evidence visual
University / Personal ExperimentsResearch

Two-Area Power System MATLAB Simulink

Load-frequency and tie-line dynamic analysis for a two-area power system.

Proof

Load frequency control

Stack

MATLAB / Simulink / Power Systems / +1

Language Readiness

IELTS Overall: 7.5

Listening 7.5Reading 9.0Writing 6.5Speaking 6.5CEFR C1