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DevnilMaster/README.md

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Data Science Graduate  ·  Agentic AI Builder  ·  Published Researcher

LinkedIn   Twitter   Hugging Face   Profile Views


🧠 About Me

I am a Computer Science graduate with a specialization in Data Science from East West University, Bangladesh. My work sits at the intersection of machine learning, natural language processing, and agentic AI systems — with a particular focus on low-resource language applications.

  • 🎓 B.Sc. in Computer Science & Engineering (Data Science) — East West University, Dhaka
  • 🤖 Currently building Agentic AI pipelines using LLM APIs (OpenAI, Anthropic)
  • 📄 Peer-reviewed research published at an international conference; one paper under review at KDD 2026
  • 🌱 Actively seeking Data Science / AI Engineer opportunities
  • 🧩 Interests: Recommender Systems · Graph-based ML · Explainable AI · NLP

📄 Research & Publications

Research is where I do my most serious thinking.

# Paper Venue Status
1 A Fusion-Based Multi-View Deep Learning Framework for Breast Cancer Detection with Explainable AI CIIR 2026 — Sister Nivedita University, Kolkata, India ✅ Accepted & Presented
2 Towards Personalized Bangla Book Recommendation: A Large-Scale Multi-Entity Book Graph Dataset KDD 2026 — ACM SIGKDD Conference on Knowledge Discovery and Data Mining 🔄 Under Review

🚀 Featured Projects

Bangla Book Recommendation System

Large-scale graph-based recommendation engine for Bangla literature, built on the RokomariBG dataset — the first of its kind for Bangla books.

  • Techniques: Knowledge Graph construction · Collaborative Filtering · TF-IDF · Cosine Similarity · N-gram NLP
  • Dataset published on Hugging Face under CC-BY-NC-4.0
  • Research submitted to KDD 2026

Agentic AI Assistant (in progress)

Multi-step autonomous agent built on ChatGPT API — capable of planning, tool use, and executing multi-turn tasks without human intervention.

  • Exploring: ReAct prompting · Tool-augmented LLMs · Memory & state management

🛠️ Tech Stack

Languages

Python SQL

Machine Learning & Data Science

PyTorch TensorFlow Scikit-learn Pandas NumPy Matplotlib Jupyter

AI & APIs

OpenAI Hugging Face Claude API

Cloud & Version Control

AWS Git GitHub

IDEs & Editors

VS Code Cursor Google Antigravity

Fundamentals

DSA Graph ML


📊 GitHub Stats


🐍 Contribution Snake

github-snake


"Build systems that learn. Publish work that matters."

Let's connect →

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  1. Bangla-Book-Recommendation-Dataset Bangla-Book-Recommendation-Dataset Public

    Forked from backlashblitz/Bangla-Book-Recommendation-Dataset

    Large-scale multi-entity Bangla book graph dataset for personalized recommendation. Co-authored research submitted to KDD 2026.

    Jupyter Notebook

  2. Breast-Cancer-Detection-XAI Breast-Cancer-Detection-XAI Public

    Fusion-based multi-view deep learning for breast cancer detection using EfficientNet-B3 & DenseNet-121 with Grad-CAM explainability. Published at CIIR 2026.

    Jupyter Notebook