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meherabmehu/README.md

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Hi there, I'm Md. Meherab Hossain Talukder πŸ‘‹

πŸš€ About Me

πŸŽ“ Bachelor of Computer Science & Engineering (BCSE) student at the International University of Business Agriculture and Technology (IUBAT).

πŸ€– I am passionate about Artificial Intelligence, Machine Learning, Data Science, Computer Vision, Natural Language Processing (NLP), and Large Language Models (LLMs).

πŸ’‘ I enjoy building AI-powered applications, participating in hackathons, and solving real-world problems through machine learning and deep learning.

πŸ’‘ I enjoy building AI-powered applications, participating in hackathons, solving real-world problems through machine learning, and continuously exploring emerging AI technologies.

🎯 Career Goal: To build impactful AI systems and contribute to research and industry by developing intelligent, scalable, and data-driven solutions.

πŸ”¬ Research Interests

  • Artificial Intelligence (AI)
  • Machine Learning (ML)
  • Deep Learning
  • Large Language Models (LLMs)
  • Natural Language Processing (NLP)
  • Computer Vision
  • Time Series Forecasting
  • Financial Risk Analytics
  • Retrieval-Augmented Generation (RAG)

πŸ’» Tech Stack

Languages

AI / Machine Learning

Libraries & Frameworks

  • Scikit-learn
  • LightGBM
  • XGBoost
  • YOLO
  • LangChain
  • llama.cpp
  • Gemma

Tools

  • Jupyter Notebook
  • Google Colab
  • Kaggle

🌟 Featured Projects

🧠 Bengali Hallucination Detection

Hybrid Bengali hallucination detection using Rule-based Validation, Retrieval techniques, and Large Language Models (LLMs).

πŸ”— https://github.com/meherabmehu/Bengali-Hallucination-Detection


πŸ“ˆ Customer Churn Prediction using Survival Analysis

Developed a survival analysis pipeline using 152 engineered behavioral features extracted from millions of financial transactions.

πŸ”— https://github.com/meherabmehu/Customer-Churn-Prediction-using-Survival-Analysis-


πŸš— RoadVision – AI Powered Traffic Detection & Vehicle Classification

YOLO-based traffic detection and vehicle classification system developed for Bangladesh highway surveillance imagery.

πŸ”— https://github.com/meherabmehu/RoadVision-AI-Powered-Traffic-Detection-Vehicle-Classification-


🌫️ PM2.5 Air Quality Forecasting for Dhaka

Deep learning-based forecasting model using LSTM, GRU, and ARIMA for 24-hour ahead PM2.5 prediction.

πŸ”— https://github.com/meherabmehu/PM2.5-Air-Quality-Forecasting-for-Dhaka-


πŸ’³ FinNova Risk Transaction Detection

Machine learning solution for detecting risky financial transactions using anonymized behavioral features.

πŸ”— https://github.com/meherabmehu/finnova-risk-transaction-detection


πŸš€ NDSS 2026 – Starship Safety

AI-powered binary classification solution developed for the NDSS 2026 Data Hackathon.

πŸ”— https://github.com/meherabmehu/Starship-Safety-NDSS-2026


πŸ† Achievements

  • πŸ₯ˆ 1st Runner-Up β€” 5th Data Science Summit 2026 (Data Hackathon), Daffodil International University (DIU)
  • πŸ₯ˆ First Runner-Up β€” bKash Γ— NSUCEC Cybernauts 2026 Datathon Grand Finale
  • πŸ₯ˆ First Runner-Up β€” DUET CSE Carnival 2026 AI Hackathon

🎯 Career Goal

To build impactful AI systems and contribute to research and industry by developing intelligent, scalable, and data-driven solutions.


πŸ“« Connect With Me

πŸ“§ Email: jamimmhj@gmail.com

πŸ’Ό LinkedIn:
https://www.linkedin.com/in/meherab-talukder-5046a141b/

πŸ“Š Kaggle:
https://www.kaggle.com/mdmeherabhossain

πŸ™ GitHub:
https://github.com/meherabmehu


⭐ Thank you for visiting my GitHub profile! Feel free to explore my repositories and connect with me.

Pinned Loading

  1. Customer-Churn-Prediction-using-Survival-Analysis- Customer-Churn-Prediction-using-Survival-Analysis- Public

    Developed a customer churn prediction solution using Survival Analysis to estimate when customers are likely to churn. Engineered 152 behavioral features from millions of transaction records and bu…

    Jupyter Notebook 1

  2. RoadVision-AI-Powered-Traffic-Detection-Vehicle-Classification- RoadVision-AI-Powered-Traffic-Detection-Vehicle-Classification- Public

    AI-powered traffic detection and vehicle classification system using YOLO11 for Bangladesh highway surveillance. Built with Ultralytics, OpenCV, and Python.

    Jupyter Notebook 1

  3. arifshekhk8/Techathon2026-Straw_Hat-Final arifshekhk8/Techathon2026-Straw_Hat-Final Public

    TypeScript

  4. PM2.5-Air-Quality-Forecasting-for-Dhaka- PM2.5-Air-Quality-Forecasting-for-Dhaka- Public

    Deep learning-based PM2.5 air quality forecasting using LSTM, GRU, and ARIMA to predict 24-hour ahead PM2.5 concentrations in Dhaka.

    Jupyter Notebook 1

  5. office-energy-monitor office-energy-monitor Public

    IoT-based smart office energy monitoring platform with FastAPI, React, ESP32 simulation, WebSockets, and Discord bot integration.

    Python 2

  6. Bengali-Hallucination-Detection Bengali-Hallucination-Detection Public

    Hybrid Bengali Hallucination Detection using Rule-based Validation, Retrieval, and Large Language Models (LLMs).

    Jupyter Notebook 1