About Me

Who Am I?

Hi I'm Rifat Rudro Passionate Software Engineer with a background in Management Information Systems, dedicated to leveraging expertise in data science, machine learning, and emerging technology to drive organizational success in the field of bioinformatics.

Proven ability to extract valuable insights from massive biological datasets, empowering informed decision-making, advancing scientific research, and streamlining operations within the realm of bioinformatics. Currently working as an Instructor in the Department of Computer Science at AIUB. Have research interests in Deep Learning, Machine Learning, AI, Blockchain, and Renewable Energy.

Skills In:

  • Database Management
  • Research Methods
  • Massive Datasets
  • Software Quality Assurance and Testing
  • Software Development
  • Project Management
  • Enterprise Resource Planning (ERP) Systems (ODOO/ZOHO/TALLY)
  • Test Plan Development
  • Web Development (PHP, JavaScript, HTML, CSS)
  • Project Risk Analysis
  • Work Breakdown Structure (WBS) Concepts

Research Interest Domain

  • Machine Learning | Uncovering Data's Secrets
  • Deep Learning Model Modifications | Shaping the Future with Neural Networks
  • AI Visionary | Pioneering NLP and Computer Vision
  • Image Processing | Transforming Pixels into Insights
  • Blockchain Technology | Redefining Trust and Innovation
  • Renewable Energy | Powering a Sustainable Tomorrow
  • Wireless Network | Connecting the World Seamlessly

Image Processing

Software Design

ML Model Design

Data Science

I am happy to know you
that 13+ projects done sucessfully!

Projects
What I do?

Here are some of my expertise

Innovative Ideas

Capable of tackling a complicated problem using logic and different point of view

Software Design

Software Budget,Risk,Planning,UML Design, Stakeholder, Feasibility Analysis, And Effort Estimation

Image Processing

Image Segmentation for supervised & unsupervised learning, U-net segment & Masking

Data Science

Data Modeling, representation, Analysis, Imbalance Data Handing by ML Models & Algorithms

Web Design

Using raw PhP, CSS, JavaScript with AJAX & Jquery library Implementation

Machine Learning

Implementation Capabilities of different types of ML Models accross with Algorithms.

Cups of coffee
Projects
On Going Projects
Co-Workers
My Specialty

My Skills

The Big Oxmox advised her not to do so, because there were thousands of bad Commas, wild Question Marks and devious Semikoli, but the Little Blind Text didn’t listen. She packed her seven versalia, put her initial into the belt and made herself on the way.

Python

70%

Image Processing

65%

HTML5

85%

CSS3

90%

Data Science

70%

My SQL & Oracle

80%

Machine Learning

80%

Web 3.0

80%
Education Qualification

Education

  • American International University-Bangladesh (AIUB)
  • Major In Data Science
  • 2023-2024
  • CGPA-4.00/4.00
  • American International University-Bangladesh (AIUB)
  • Major In Software Engineering & Information Technology Systems
  • 2019-2023
  • CGPA-3.73/4.00
  • Milestone College
  • Dhaka Board
  • Passing Year - 2018
  • Group - Science
  • GPA-4.75/5.00
  • Milestone College
  • Dhaka Board
  • Passing Year - 2016
  • Group - Science
  • GPA-5.00/5.00
Experience

Work Experience

Instructor, Dept. of Computer Science January,2024 - Present

American International University-Bangladesh (AIUB) is a government approved private university founded in 1994 by Dr. Anwarul Abedin.

The university is an independent organization with its own Board of Trustees.

Job Responsibilities

  • Responsible for developing a comprehensive curriculum, delivering practical lessons, and providing resources to teach C++ programming concepts, syntax, and best practices.
  • Evaluates student performance, offers timely feedback, and assesses their learning needs.
  • Engages in ongoing professional development to enhance teaching skills and Computer Science domain expertise.
  • Develops and teaches the Introduction to Computer Studies course, incorporating CISCO networking exam preparation.

Executive Officer June,2023 - January,2024

The International University of Scholars (IUS) started its journey in 2015 with a campus at Badda with five departments at the outset.

The Trustee Board of the University aims to establish a research-intensive modern private university for Bangladeshi and international students who will produce world-class researchers and industry-leading professionals.

Job Responsibilities

  • Admissions Counseling
  • Admintration (IT)
  • Student Counseling
  • IT Service Management

Management Information System (MIS) Executive February,2023 - May,2023

Mercantile Bank Limited (MBL) was established by a group of perceptive investors of aiming significant contribution to the financial system for sustainable economic growth of Bangladesh.

Since its inception in June 2, 1999, the Bank has created a credible brand impression and achieved its customers trust and loyalty. The Bank has been driven by a bold transformation strategy, dynamic leadership and decisive management interventions which have afforded it a strong platform to capture emerging opportunities.

Job Responsibilities

  • General Banking (Front Desk)
  • Anti Money Laundering (AML)
  • Operation Devision
  • Credit Risk Analysis

Information Technology Intern January,2023 - February,2023

IPDC Finance Limited previously known as "Industrial Promotion and Development Company of Bangladesh Limited"

This is the first private sector financial institution of the country, established in 1981 by a distinguished group of shareholders, including the International Finance Corporation (IFC) of the United States, the German Investment and Development Company (DEG) of Germany, and the Islamic Development Bank (IDB) of Saudi Arabia.

Job Responsibilities

  • Information Technology
  • Business Transformation
  • Data Visualization
  • CBS Project Implementation Idea Generation
  • Application Support

Co-Founder 2020-Present

Cooking is Love is the name of an instructional platform. Here, we provide course video lessons for students in the CSE department. Our trip began in July 2020.

We will cover some fundamental programming ideas in several languages in this section. We can expose folks who are already interested in coding to it in a simple way. For a better knowledge of programming languages, we may provide our lessons in Bangla in our tutorial

Courses

  • Data Structure
  • Programming Language in C++
  • Object Oriented Programming 1 (Java)
  • Introduction to Database

Instructor 2020-2021

BOOFLIXO-Knowledge Sharing App is concern of Booflixo Limited, the largest online education platform for university-level students, including solutions, notes, and guided course offers.

Job Responsibilities

  • Designing online or offline course outlines and curricula for students at the university level.
  • Creating video tutorials for students of computer science and engineering.
  • Offering career advice on Programming Languages for anyone seeking a future in the software distribution sector.
  • Creating some unique notes for AIUB students on key areas.

Portfolio

Recent Works

Graphic Design Web Development Software Development Desktop Application

Image Recognition

Image Processing-K-Means Unsupervised Image Segmentation

  • Using Machine Learning Approach
  • UNet-Achchitecture
  • Python Programminmg Language

Image Recognition

Image Processing-Mask EDA and Filtration

  • Image Visualization
  • Image Masking Ratio
  • Python Programminmg Language

Image Recognition

lungs disease Prediction CNN Transfer Learning

  • CNN Model Use
  • Image Training
  • Classification Report On Image Training
  • Python Programminmg Language

Data Science

Anemia Prediction Using Machine Learning.

  • Dataset Load
  • Data Visualization
  • Data Cleaning
  • Data Model Implementation: LR, Decision Tree, Random Forest, KNN
  • Model Evaluation

Data Science

Monkeypox Reddit Topics EDA And Sentiment Analysis

  • Dataset Load
  • EDA & Data Visualization
  • Sentiment Analysis
  • Data Model Implementation: CNN
  • Model Evaluation & Classification Report
  • Sentence Length and Wordcount Weigthed Average

Advance Database Management Systems

Ice Cream Shop Management Systems

  • Php
  • Php Validation
  • HTML & CSS
  • Oracle 11g Connectivity
  • PL SQL
  • Procedure Creation & Call

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Read

Recent Blog

HTML5 Bootstrap Template by colorlib.com
July 15, 2022 | Machine Learning | 187

An Image Reporting Automation Machine Learning Algorithm

MRI scanning is a relatively new scientific diagnostic procedure. It assists us in detecting any problems in our bodies. In recent years, these tests have been done entirely digitally using cutting-edge technology.

HTML5 Bootstrap Template by colorlib.com
May 2, 2022 | Business Process | 86

Business Process Lifecycle

To incorporate continuous improvement within a company, a cycle must be followed. This is referred to as the business process lifecycle. As the name implies, it is an infinite cycle. Modeling, implementation, execution, monitoring, and optimization are the stages.

HTML5 Bootstrap Template by colorlib.com
Oct 12, 2022 | Project Management Tools | 263

JIRA Tools Guidelines

JIRA is widely recognized as one of the most effective solutions for software development and project management. I really hope that everybody is able to gain a fundamental understanding of what those instruments are for the goals of development.

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Get in Touch

Contact

rifat.rudro138964@gmail.com

Flat: 4D House: 30 Road: 21 Sector: 14 Uttara Model Town Dhaka-1230

+8801740451134