About Me

M. Mohaiminul Islam

Hello! I’m M. Mohaiminul Islam, or just Niloy to friends, a big fan of all things computer science. I got my Bachelor’s degree from the Department of Computer Science & Telecommunication Engineering at Noakhali Science & Technology University, Bangladesh, and my Master’s from the Department of Computer Science at SAU, New Delhi. I’ve worked on cool projects in Machine Learning, Natural Language Processing, Data Science, and exciting new areas like Large Language Modeling, Multimodal LLM, and Computer Vision. I use tools like PyTorch, TensorFlow, and Pandas to get the job done. I’m always curious and love creating things that make a difference!

When I’m not playing with tech, I’m hooked on theology, philosophy, and history. I enjoy digging into Indian medieval history (thanks to Abraham Eraly and Richard Eaton), Bengali history (big shoutout to Niharranjan Ray), and Islamic history (loving the books by Karen Armstrong and Lesley Hazleton). In philosophy, I’m a fan of Franz Kafka and Friedrich Nietzsche—their ideas about life, power, and people really make me think. I believe mixing tech, history, and philosophy helps me understand the world better and come up with smarter ideas.

  • Nationality: Bangladeshi
  • Phone: +880 1787619730
  • City: Comilla, Bangladesh
  • Email: niloy8649@gmail.com

Interests

Data Analysis

Machine Learning

Large Language Modeling

Computer Vision

Deep Learning & Transformer

MultiModal LLM

Education

Master of Science in Computer Science

South Asian University, India

CGPA: 3.25 out of 4.00

Bachelor of Science in Computer Science and Telecommunication Engineering

Noakhali Science & Technology University, Bangladesh

CGPA: 3.14 out of 4.00

Higher Secondary Certificate

Comilla Victoria Govt. College, Bangladesh

GPA: 5.00 out of 5.00

Secondary School Certificate

Comilla Modern High School, Bangladesh

GPA: 5.00 out of 5.00

Research

A Knowledge Graph Approach to Legal Question Answering with Entity and Relation Extraction

Exploring the use of knowledge graphs for legal question answering, focusing on entity and relation extraction to enhance reasoning and retrieval accuracy.

Related Work: Research Proposal

Detect Multimodal Objectionable Content in Under-resourced Languages

Investigating multimodal techniques (text, images) to detect objectionable content in under-resourced languages, addressing challenges in low-data environments.

Related Work: Research Proposal

Blockchain Technology in Decentralized Systems

Examining the role of blockchain technology in designing secure, decentralized systems for various applications.

Related Work: View Thesis

Knowledge Graph, Relational Prompt, RAG, Social Network Analysis

Researching knowledge graphs, relational prompts, retrieval-augmented generation (RAG), and social network analysis to advance intelligent systems.

Machine Learning, Time Series Analysis, and Deep Learning

Applying machine learning, time series analysis, and deep learning techniques, with a focus on NLP, large language models (LLMs), and computer vision applications.

Experience

Mastercourse , Bangladesh

Feb 2022 - Aug 2022

Data Scientist

  • Dataset creation using web scraping.
  • Performing data cleaning, visualization, and analysis using tools like Pandas, NumPy, and Tableau.
  • Choosing and training machine learning models, followed by performance evaluation.
  • Deployment of ML models to open-source platforms and integration into websites.

Itransition

Oct 2023 - Sep 2024

Data Engineer

  • Perform ETL ,Data cleaning, preprocessing, and analysis to extract meaningful insights from raw data.
  • Utilization of tools like Excel, SnowFlake , SQL, and Python (Pandas, NumPy, Matplotlib) for data analysis and visualization.
  • Development of interactive dashboards and reports using Power BI and Tableau.
  • Performing statistical analysis to identify trends, patterns, and correlations.
  • Collaboration with stakeholders to deliver actionable insights.

Ahom Limited

Sep 2022 - Sep 2023

Blockchain Researcher

  • Developed efficient consensus mechanisms to enhance blockchain speed and simplify mining.
  • Gathered data from various sources to support research efforts.
  • Built interactive dashboards to visualize insights and streamline decision-making.
  • Leveraged data analysis to support strategic company decisions.

Network Science Lab, South Asian University, New Delhi

Monsoon Semester

Instructor, Neo4j & Cypher

  • Conducted a lab on Network Science using Neo4j as a graph database.
  • Taught graph theory algorithms (centrality measures, community detection, DAGs, pathfinding).
  • Demonstrated Cypher queries for actionable graph data insights.
  • Explore my lab course outline here.

South Asian University, New Delhi

July 2019 - June 2021

Research Scholar

  • Collaborated with Dr. Amit Banerjee and Dr. Mohd Sameen Chishti on pioneering research.
  • Explored innovative solutions in blockchain and machine learning domains.
  • Contributed to academic advancements through rigorous analysis and experimentation.

Projects

  • All
  • Analysis
  • Machine Learning
  • Blockchain
  • Database & Web-app
  • Documentation

Quotations Classifier

Papers Keywords Categorizer

Vehicle Image Recognizer

Crypto Data Analysis

Ecommerce Data Analysis

Book Data Analysis

HR Data Analysis

Sales Data Analysis

Movie Recommender System

Brain Tumor Classifier

Customer Segmentation Prediction

Kidney Stone Detection

Wine Quality Prediction

Waste Management Detection

Chest Cancer Classification

Object Orientated Programming Documentation

Data Analysis Using Python

Data Structure & Algo Using Python

Basketball Graph Data Analysis using CQL

Prison Management System

Football Club Management

Decentralised Supply Chain

Skills

Languages

Data Science Tools

upload.wikimedia.org

Deep Learning

Frameworks

Databases

IDE

Version Control System

Graphical Tools

Contact

Recent Address

New Delhi , India

Social Profiles

Contact

+880 1787619730

+919266545901