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ZobayerAkib/README.md


💠 About Me

I'm someone who genuinely enjoys solving real-world problems with data and code, from building AI-powered applications that automate tedious workflows, to researching how machine learning models can be made more transparent and trustworthy. I have a strong pull toward research and innovation, and I'm constantly exploring emerging tools in Agentic AI, MLLMs, and Computer Vision. I care about clean, well-tested, and scalable solutions as much as I care about the ideas behind them.

📌 Open to Software Engineer · AI Engineer · ML Engineer · Data Scientist · Data Analyst · SQA Engineer


🔮 Research Interests


🎓Education

Degree Institution Year
B.Sc. in Computer Science and Engineering Ahsanullah University of Science and Technology 2019 – 2023
Bachelor of Science Khulna University of Engineering & Technology 2018-2019 ( Admitted (Not Continued) )
Higher Secondary Certificate Notre Dame College 2015 – 2017
Secondary School Certificate Ideal School and College 2005 – 2015

🧊 Tech Stack

Programming Languages

Databases

Python Libraries

AI & Automation

Data Analysis

Web Development

Development Tools


📖 Thesis

Thesis Title Link
Identifying Gene–Disease Association through Graph Embedding and Machine Learning Thesis Paper Link

📚 Publications & Research

Please click on the publication title to access the full article and explore the research details.


🗂️ Featured Projects


🤖 AI Agents & LLM Systems
Project Stack Link
Intelligent Invoice Data Extraction System Vision + PDF Parsing + LLM + FastAPI Repository
Multi-Agent Instagram Content Creation System CrewAI + OpenAI API Colab
Hybrid Medical AI Agent SQLite + Web Search + LLM Routing Repository
AI-Powered Article Summarizer with Email Automation FastAPI + n8n + OpenAI API Repository
AI-Powered LinkedIn Post Generator LangChain + Transformers Repository
LinkedIn Post Generator API FastAPI + OpenAI API Repository
Real-Time Heart Disease Risk Prediction System ML + FastAPI + Docker Repository
Fine-Tuning Transformers for Question Answering Hugging Face Transformers Google Colab
📊 Machine Learning & Data Science
Project Highlight Link
Detecting Bangla Cyberbullying in Social Media Compared Logistic Regression, Naive Bayes, Random Forest, Decision Tree, KNN Repository
Sentiment Analysis on Tweet Dataset Bag-of-Words model, evaluated via accuracy/precision/recall/F1 Repository
Chest X-Ray Viral Infection Detection CNN model, ~61.26% accuracy Repository
Regression Models on Housing Dataset Regression benchmarking Google Colab
Diabetes Detection System Classification pipeline Google Colab
Clustering using Iris Dataset Unsupervised learning Google Colab
MNIST Digit Classifier Neural Network Google Colab
Image Classification: NN vs CNN (Fashion MNIST) Architecture comparison Google Colab
Predicting Employee Attrition Classification modeling Repository
Credit Card Fraud Detection Analysis Imbalanced classification Repository
Student Result Analysis Regression modeling Repository
COVID-19 Cases Prediction in Bangladesh Linear Regression Repository
Transfer Learning for NLP with TensorFlow Hub Transfer learning Repository
📈 Data Analysis & BI
Project Tool Link
BPL Dataset Analysis Python Repository
IPL Dataset Analysis Python Repository
Daraz Bangladesh Headphone Sales Analysis Python Repository
Employee Attendance Analysis Dashboard Power BI Repository
🧪 Software Quality Assurance Work
Type Description Link
Manual Testing Test case writing & requirement analysis Repository
API Testing Postman-based endpoint validation Repository
Automation Testing Selenium-based automated test suite Repository
💻 Full-Stack & Applied Software Projects
Project Stack Timeline
EducationUnlocked — Education Platform PHP, JavaScript, HTML, CSS, Bootstrap Feb – Apr 2022
CarMax — Car Selling Platform PHP, HTML, CSS, Bootstrap Sep – Nov 2021
Around Bangladesh — Travel Android App Java Mar – Apr 2021
Hospital Management System Java, MySQL Sep – Nov 2021

Click on the ▶ icon provided in the interface to explore my projects and learn more about my work.

🏆 Achievements And Certificates


📊 GitHub Analytics




Contribution

GitHub Snake

⚡ Skills



🚀 Keep Learning • Keep Building • Keep Improving

"Ever tried. Ever failed. No matter.
Try again. Fail again. Fail better."

— Samuel Beckett


Pinned Loading

  1. AI-Invoice-Analyzer AI-Invoice-Analyzer Public

    An AI-powered invoice and receipt analyzer that extracts structured invoice data from images (JPG/PNG) and PDF documents using a Large Language Model (LLM).

    Python 3

  2. Breast-Cancer-Classification-ECCE2025-IEEE2025 Breast-Cancer-Classification-ECCE2025-IEEE2025 Public

    This study proposes a deep learning approach using pre-trained CNNs to classify breast cancer and improve decision transparency through Explainable AI (XAI). We utilized an imbalanced BUSI dataset…

    Jupyter Notebook

  3. An-Interpretable-Machine-Learning-Approach-for-Bengali-Toxic-Comments-Detection-IEEE2025 An-Interpretable-Machine-Learning-Approach-for-Bengali-Toxic-Comments-Detection-IEEE2025 Public

    Jupyter Notebook

  4. An-Interpretable-Deep-Learning-Approach-for-Skin-Cancer-Categorization-IEEE2023 An-Interpretable-Deep-Learning-Approach-for-Skin-Cancer-Categorization-IEEE2023 Public

    Forked from Faysal-MD/An-Interpretable-Deep-Learning-Approach-for-Skin-Cancer-Categorization-IEEE2023

    Multiclass skin cancer detection using explainable AI for checking the models' robustness

    Jupyter Notebook

  5. Transfer-Learning-for-NLP-with-TensorFlow-Hub Transfer-Learning-for-NLP-with-TensorFlow-Hub Public

    This project demonstrates the use of various pre-trained models for transfer learning in NLP using TensorFlow Hub.

    Jupyter Notebook

  6. Digital_Image_Processing_Using_MATLAB Digital_Image_Processing_Using_MATLAB Public

    Try to learn how to process digital image Using MATLAB.

    MATLAB