Hello!

I'm M Mohaiminul Islam



Full Stack Data Scientist

kaggle Academic Profile

Name : M Mohaiminul Islam

Job Role : Data Scientist

Experience : 2 Years

Address : Dhaka, Bangladesh

Skills

SQL 95%
PYTHON 90%
Web Scraping 80%
Data Visualization 80%
Machine & Deep Learning 75%
Natural Language Processing 60%
Computer Vision 60%

About

About Me

Thank you for exploring my website.. I earned my bachelor from Department of Computer Science and Telecommunication Engineering (CSTE) at Noakhali Science and Technology University(NSTU),Bangladesh. And I finished my master's from Department of Computer Science at South Asian University(SAU),New Delhi,India. I have been actively engaged in the data field, serving as a data engineer and data scientist since 2021, contributing my expertise to various local and global domains. I aspire to incorporate state-of-the-art technology into the health and education sectors, fostering an improved ecosystem for the benefit of society.

  • Profile: Data Science & Analytics
  • Programming Languages: Python, C, Golang & Shell Scripting
  • BI Tools: Tableau, Power BI, Excel & Streamlit
  • Frameworks & Tools: PyTorch, Selenium, AWS, yolov5, Spacy, HuggingFace, Git, Keras, NLTK, Llama2, Mistral, OpenAI, & Google Gemini Pro
  • Databases: MySQL ChromaDB, Pinecone
  • Deployment Platforms: AWS Beanstalk, AWS (EC2,sagemaker,Lambda), Hugging Face Spaces, Docker, DVC, CI/CD (Github Action)
  • Interest: Traveling, Reading Books, Writing, Travel Photography, Teaching

0 +   Projects completed

LinkedIn

Research

Research Interest

During my bachelor & master, my thesis & projects mostly focused on computer vision, machine learning, and blockchain. Currently, I am seeking admission to a Ph.D./research program. My research interest areas include:

  • Regression-Based Multi-Label Learning Models.
  • Machine Learning and Deep Learning, especially in NLP and Computer Vision.
  • Blockchain technology in decentralized systems.
  • Big data analytics, including processing, storage, and predictive modeling.

Thesis

Thesis

BSc Thesis Project: Recognition and Classification of Reptile Species using Deep Learning Techniques

Supervisor: Koushik Chandra Howlader (2017-2018)
• Developed a research project focused on leveraging deep learning techniques for the automatic identification and categorization of reptile species using visual data.

MSc Thesis: On Defining Regions by Data Clustering for Increasing the TPS Rate of State-Based Blockchain

Supervisor: Dr. Amit Banerjee (2020-2021)
• Explored techniques, including the K-Means Clustering algorithm and parallel mining with a region-based concept, to enhance the transaction per second (TPS) rate of state-based public blockchains. This research addressed the limitations posed by sequential mining and aimed to improve the efficiency of blockchains for applications with high network loads, such as supply chain management systems or trading.

Experience


2019-2021

Research Scholar

South Asian University

As a Research Scholar at SAU, I collaborated closely with Dr. Amit Banerjee and Dr. Mohd Sameen Chishti Together, we conducted cutting-edge research, explored innovative solutions, and contributed to academic advancements in the blockchain and machine learning fields. This experience enriched my research skills and expanded my knowledge in the academic domain.

2022-2023

Blockchain Researcher

Ahom Limited

As a blockchain researcher, my emphasis lies in developing more efficient consensus mechanisms to improve speed and simplify the mining process within blockchain systems. Additionally, I am actively engaged in data-related tasks, gathering information from various sources,building dashboard and making decisions based on data analysis in this company.

2023-present

Data Scientist

MasterCourse

Mastercourse is a Edtech company providing education and training in fields like data science, project management, video editing, and skill development.

  • I applied diverse ML models, both supervised and unsupervised, to tackle real-world challenges.
  • Specializing in NLP, DL & computer vision tasks, I gained hands-on experience with PyTorch, Keras, and yolov5.
  • Delivered multiple training and mentorship sessions on analytical tools like SQL, MS Excel, Power BI, Tableau and Python.
  • Performed migration and enhancements for merchandising dashboard, involved data integration and its feature improvement.



    • Education


    2 Years Course

    Master of Science

    South Asian University,New Delhi,India School Logo

    Grade: 3.25/4

    4 Years Course

    Bachelor of Engineering

    Noakhali Science and Technology University,Bangladesh School Logo

    Grade: 3.14/4

    Higher Secondary

    Comilla Victoria Govt. College School Logo

    Grade: 5.00/5

    Secondary School

    Comilla Modern High School School Logo

    Grade: 5.00/5

    Download CV

    Projects

    Projects

    Below are the sample Data Science projects on Computer vision, Machine Learning, Deep Learning, Natural Language Processing, Data Analyst, Tableau & Power BI.

    MultiLabel Quotation Classifier

    This project presents an end-to-end text classification system covering data collection, model training, and deployment. The model is designed to classify 138 distinct quotation genres.

    Vehicles Image Recognizer

    This is a computer vision project which is a high-tech tool that automatically identifies and categorizes different types of vehicles in pictures..

    Brain Tumor Detection

    In this project i created a model to accurately identify and classify brain tumors from MRI scans.

    Kidney Stone Detection

    In this project i created a deep learning model to accurately classify whether a kidney has stones or not.

    Decentralised Supply Chain Management System

    This is a Decentralized blockchain project which optimizes supply chains, ensuring transparency, reducing fraud, and boosting trust

    Movie Recommender System

    The recommender system is designed to provide personalized movie recommendations based on the content features of movies, such as genres, actors, and directors.

    Wine Quality Prediction

    This machine learning model accurately predict the quality of wine.

    Crypto Currency Analysis

    The objective of this Crypto analysis project is to gain valuable insights into the cryptocurrency market from crypto website

    E-commerce-Data-Analysis

    In this project i leveraged advanced data visualization techniques to extract valuable insights by visualizing sales patterns, customer behavior, and product trends.

    Prison Management System

    A desktop application to manage the details of the Prison, adding and updating prisoners, searching prisoner and their information.

    HR Analytics Dashboard

    Developed HR analytics dashboard to track employee departures, providing insights into reasons for attrition and facilitating informed decision-making.

    Customer Segmentation using ML model

    Build a ML model to give various recommendations of financial products & services on target customer groups.

    Sales dashboard

    Designed a Tableau dashboard for Grocery Store to track and analyze the online sales data acorss India.


    Waste Detection using yolov5

    Under construction

    Chest Cancer Detection

    This is a Deep Learning Model to detect chest cancer.


    OOP Cheatsheet

    I create documentation that explores the principles of Object-Oriented Programming (OOP), covering the entire concept with practical real-life illustrations

    Data Analysis Documentation

    I document the complete data analysis pipeline, encompassing the entire process from gathering data to drawing conclusions.

    DSA with Python

    I have convered the python concept and solve the data structure & algorithm problems using python

    0 Achievements
    0 Projects
    0 Mentored Students
    0 Cups of coffee

    More projects on Github & HuggingFace

    I love to solve real life problems, business problems & uncover hidden data stories


    Contact

    Contact Me

    Below are the details to reach out to me!

    Address

    Dhaka, Bangladesh

    Contact Number

    +8801304869568

    Email Address

    niloy8649@gmail.com

    Download Resume

    resumelink



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