Safial Islam Ayon

Address: Lindenstraße 41, 14467 Potsdam, Germany
Mobile: 01747785652
Email: safialislam302@gmail.com; ayon@uni-potsdam.de
Birth Day: 14.11.1996 . Birth Place: Khulna, Bangladesh.

Experienced professional with over 3 years' work experience and a strong publication background. Seeking research-focused opportunities to further develop a career dedicated to advancing knowledge and making impactful contributions in the field.

Education

University of Potsdam

Master of Science in Data Science
Deals with methods for the automated acquisition of knowledge, insights, forecast, risk, and action models from data.
Thesis: Automating investigations on the reproducibility of scientific publications based on their digital artifacts. [Link]
October 2021 - January 2024

Khulna University of Engineering and Technology, Bangladesh

Bachelor of Science in Computer Science and Engineering
Major areas: Machine Learning, Natural Language Processing, Cloud Computing, Soft Computing, Computer Vision and Image Processing, Data Mining and Computer Networks.
Thesis: Discrete Spider Monkey Optimization for Traveling Salesman Problem. [Link]
December 2014 - February 2019

Professional Summary

Student Research Assistant

SFB 1294 - Z03 Information Infrastructure for Data Assimilation, University of Potsdam

  • Emphasized reproducibility of scientific papers.
  • Identified and resolved code bugs.
  • Investigation of Data, Code and Documentation.

February 2022 - February 2024

Lecturer

Dept. of Computer Science and Engineering, Green University of Bangladesh, Bangladesh

  • Delivering lectures and conducting interactive classroom sessions.
  • Creating course materials such as syllabi, lesson plans, and assessments.
  • Providing student guidance, support, and mentoring them.
  • Collaborating with colleagues to improve curriculum development.

January 2020 - June 2021

Lecturer

Dept. of Computer Science and Engineering, Bangladesh Army University of Engineering & Technology, Bangladesh

  • Delivering lectures and facilitating interactive classroom sessions.
  • Active involvement in departmental initiatives through faculty meetings.
  • Engaging in professional development activities to enhance teaching skills.

March 2019 - September 2019

Miscellaneous Experience

Review Papers (Journal)

  • IEEE Access
  • Multimedia Tools and Applications.
  • Soft Computing.
  • Bulletin of Electrical Engineering and Informatics (BEEI).
  • Journal of Big Data.
  • Plos One
  • Journal of Diabetes and Metabolic Disorder

Review Papers (Conference)

  • International Conference on Computational Intelligence, Security & IoT (ICCISIoT).

** source: [ORCiD] ; [Web of Science]

Research Publications - Journal Articles

  1. Intelligent feature selection model based on particle swarm optimization to detect phishing websites
    April 2023
  2. Data Mining Technique to Analyse and Predict Crime using Crime Categories and Arrest Records
    3. May 2021
  3. Wearable Technology to Assist the Patients Infected with Novel Coronavirus (COVID-19)
    4. October 2020
  4. Predictive Data Mining Models for Novel Coronavirus (COVID-19) Infected Patients Recovery
    5. June 2020
  5. Coronary Artery Heart Disease Prediction: A Comparative Study of Computational Intelligence Techniques
    6. January 2020
  6. Discrete Spider Monkey Optimization for Traveling Salesman Problem
    7. December 2019
  7. Diabetes Prediction: A Deep Learning Approach
    8. March 2019

    Research Publications - Conference Proceedings

  1. Bangla Handwritten Words Recognition using Convolutional Neural Network
    2. December 2022
  2. Including Data Management in Research Culture Increases the Reproducibility of Scientific Results
    3. September 2022
  3. SSGTA: A Novel Swap Sequence based Game Theory Algorithm for Traveling Salesman Problem
    4. December 2021
  4. Efficient IoT based Weather Station
    5. December 2020
  5. Performance Analysis of Three-Phase Inverter for Minimizing Total Harmonic Distortion Using Space Vector Pulse Width Modulation Technique
    6. December 2020
  6. Function Optimization using Evolutionary Game Theory Algorithm
    7. December 2020
  7. Smart Security Box using Arduino and GSM Module
    8. December 2019
  8. Neural Network based Software Defect Prediction using Genetic Algorithm and Particle Swarm Optimization
    9. May 2019
  9. Spider Monkey Optimization to Solve Traveling Salesman Problem
    10. February 2019
  10. Modified Grey Wolf Optimization to Solve Traveling Salesman Problem
    11. December 2018

Skills

Programming Languages

Python

Java

C++

Tool and Libraries

TensorFlow

MATLAB

Data Analysis

Power BI

Database

SQL

DevOps

Docker

Git

GitHub-Actions

CI/CD

Language

Bangla (Native)

English (Fluent)

Awards

Best Paper Award

International Conference on Innovation in Engineering and Technology (ICIET), 2018
Got best paper award for the paper "Modified Grey Wolf Optimization to Solve Traveling Salesman Problem".

Scholarship

Khulna University of Engineering and Technology, Bangladesh
Technical Scholarship in consecutive four years for maintaining decent results.