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zhrafin/README.md

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Profile views AI Engineer RAG and LLMs AI Safety

LinkedIn GitHub Google Scholar ResearchGate Email


πŸ‘‹ About Me

Hi, I am Zayeed Hasan, an AI Engineer and Computer Science student from Bangladesh.

I work on practical AI systems that connect machine learning, deep learning, NLP, computer vision, and LLM applications. My current focus is on Retrieval-Augmented Generation, Model Context Protocol, multimodal AI, and AI safety.

I enjoy building tools that make research easier to read, search, summarize, and use.

Current focus      RAG, LLM apps, NLP, multimodal AI, AI safety
Core languages     Python, C++, C
Main frameworks    PyTorch, Scikit-learn, LangChain, LangGraph, FastAPI
Research area      Multimodal Bangla fake news detection
Education          BSc in CSE, Ahsanullah University of Science & Technology

🧠 What I Work On

LLM Applications

Building AI assistants with retrieval, citations, chat memory, model selection, and streaming responses.

Research Tools

Creating systems that help users search papers, save references, summarize abstracts, and manage research projects.

NLP and Multimodal AI

Working with text classification, sentiment analysis, NER, transformers, BERT, GPT models, VLMs, and MLLMs.

AI Deployment

Building APIs and deployable AI systems with FastAPI, Docker, Kubernetes, vector databases, and production-ready workflows.


πŸ”¬ Research

MultiBanFakeDetect

MultiBanFakeDetect: Integrating advanced fusion techniques for multimodal detection of Bangla fake news in under-resourced contexts

  • Accepted in a Q1 venue.
  • Focused on multimodal fake news detection for Bangla.
  • Built for an under-resourced language setting.
  • Uses advanced fusion methods across multiple information sources.

Paper link: YOUR_PAPER_LINK


πŸš€ Featured Projects

1. RAG Based AI Chatbot

A research-focused chatbot that lets users upload multiple PDF papers and ask questions with source-backed answers.

Key features

  • Upload and process multiple PDF research papers.
  • Ask questions over uploaded papers using relevant context.
  • Show sources used in the generated answers.
  • Stream responses in real time.
  • Select different AI models for query processing.
  • Display retrieved context from PDFs.

Tech focus: RAG LLMs PDF Processing Vector Search Streaming Chat Source Citations

Repository: https://github.com/YOUR_GITHUB_USERNAME/YOUR_RAG_CHATBOT_REPO


2. Simple Research Assistant Chatbot

A clean AI chatbot for research workflows, web search, and multi-session conversation management.

Key features

  • Manage multiple chat sessions.
  • Select different AI models.
  • Search the web for fresh information.
  • Format answers with sources.
  • Create and delete chat sessions.
  • Generate real-time answers with error handling.

Tech focus: LLM Apps Web Search Chat UI Session Management Answer Formatting

Repository: https://github.com/YOUR_GITHUB_USERNAME/YOUR_RESEARCH_ASSISTANT_REPO


3. Simple & Smart Research Paper Tracker

A paper management tool for saving, organizing, summarizing, and chatting with research paper records.

Key features

  • Search research papers online.
  • Save paper titles and links.
  • List saved papers.
  • Assign papers to projects.
  • Summarize abstracts.
  • Store summaries in a database.
  • Manage papers through chat.

Tech focus: Research Automation Paper Tracking Summarization Database Chat-Based Management

Repository: https://github.com/YOUR_GITHUB_USERNAME/YOUR_PAPER_TRACKER_REPO


🧰 Tech Stack

Skill icons

AI, ML, and Data

GenAI and LLM Systems

APIs, Tools, and Deployment


πŸ’Ό Experience

Role Organization Period Focus
AI Engineer, Part-time XITA May 2025 to August 2025 AI systems, applied ML, LLM workflows
Junior Data Analyst, Part-time XITA September 2024 to May 2025 Data analysis, reporting, applied analytics
Software Engineering Fellow Headstarter July 2024 to September 2024 Software engineering, product building, collaboration

πŸŽ“ Education

Degree Institution Period Result
BSc in Computer Science and Engineering Ahsanullah University of Science & Technology April 2022 to May 2026 CGPA 3.201 / 4.0
Higher Secondary Education Mohammadpur Preparatory School & College 2019 to 2021 GPA 5.0 / 5.0
Secondary School Certificate Dhanmondi Govt. Boys' High School 2011 to 2019 GPA 4.72 / 5.0

πŸ† Achievements

  • HTFA Tuition Award for Excellent Result, Ahsanullah University of Science & Technology, January 2026.

πŸ“œ Certifications

Click to view certifications
Certification Provider Date Credential
End-to-end RAG Application Development with LangChain and Streamlit Analytics Vidhya March 2026 c0x4fx0r1q
Build a QA RAG system with LangChain Analytics Vidhya March 2026 7xs5gjcwbg
NotebookLM Essentials to Pro: The Complete Practical Guide Analytics Vidhya March 2026 gzjqpnyuuz
Model Context Protocol: Advanced Topics Anthropic March 2026 9utsifbrdxch
Introduction to Model Context Protocol Anthropic March 2026 rae9r9wgej2o
Deep Learning: Beginner to Advanced Codebasics March 2026 CB-85-367367
Introduction to Python DataCamp March 2026 #38,155,407
Introduction to Shell DataCamp March 2026 #38,090,794

πŸ“Š GitHub Analytics

GitHub stats GitHub streak

Top languages

Contribution graph


🐍 Contribution Snake

GitHub contribution snake animation


πŸ“Œ Current Goals

  • Build stronger RAG systems with better retrieval, grounding, and source display.
  • Study AI safety methods for LLMs and multimodal models.
  • Improve research tools for paper reading, tracking, and summarization.
  • Publish and maintain clean AI projects with clear documentation.
  • Contribute to open-source AI tooling.

🀝 Let’s Connect

I am interested in AI engineering, LLM applications, RAG systems, NLP, multimodal AI, and AI safety research.

Connect on LinkedIn Send email


Research-minded. Product-focused. Safety-aware.

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  1. AI-ML-Studies AI-ML-Studies Public

    repository to store simple ML algorithms

    Jupyter Notebook 1