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rajeshdiu/README.md

πŸ‘‹ Hi there, I'm Rajesh Kumar Das

Full Stack Developer (Django & React) | Data Scientist | Researcher | Trainer

Typing Animation


🌟 Professional Introduction

πŸ§‘β€πŸ’» I am Rajesh Kumar Das, a passionate Web Developer, Lecturer, and Researcher specializing in Python, Django, React, and Machine Learning.

πŸ’Ό Currently serving as a Lead Trainer at Daffodil International Professional Training Institute (Under NSDA, Prime Minister’s Office), I mentor aspiring developers to build production-grade web applications using modern tools and frameworks.

πŸ”¬ With multiple research publications in Machine Learning and Natural Language Processing (NLP), I combine academic insight with hands-on development expertise to design scalable, intelligent, and efficient digital systems.

βš™οΈ My vision is to build impactful solutions that merge AI innovation, software engineering, and human-centered design, contributing to sustainable technological growth and lifelong learning.


βœ‰οΈ Contact & Links


🧠 About Me

πŸŽ“ BSc in Computer Science & Engineering (CSE) β€” Daffodil International University
πŸ’‘ I’m a motivated developer and researcher focused on:

  • 🧠 Machine Learning, NLP, Deep Learning, Computer Vision
  • πŸ–₯️ Django & REST API Development
  • πŸŽ“ Academic & Industrial-level Project Mentoring

🌱 Currently working as:

  • Lead Trainer – Web Application Development with Python (NSDA Project)
  • Assistant IT Officer – Blue Pineapple Technology
  • Lecturer – Machine Learning & Web Development

πŸš€ Skills & Technologies


πŸ“š Projects

🚧 Built with Python, Django, REST Framework, React & Machine Learning

Project Description Year Technology
πŸŽ“ School Management System Full-featured web system for managing school data 2021 Python, Django, DRF, MySQL, Bootstrap
πŸ’Ό Job Portal Management System Job posting & application platform for recruiters and seekers 2022 Python, Django, DRF, React
🏫 Student Management System Web app for managing academic grades 2022 Python, Django, DRF, PostgreSQL
🍳 Employee Management System Employee management platform with CRUD operations 2022 Python, Django, DRF, Bootstrap
πŸ’¬ Online Review Classification ML model for sentiment classification 2023 Python, Scikit-learn, NLP
⚽ BPL Team Winner Prediction Predicts winners using ML algorithms 2023 Python, Pandas, Scikit-learn
πŸ€– Bangla Text Sentiment Analysis (LSTM) Deep Learning-based sentiment analyzer 2023 Python, TensorFlow, Keras
πŸ₯ Hospital Management System App for patient records, appointments & billing 2023 Python, Django, DRF, React, PostgreSQL
πŸ›’ E-commerce Web App Shopping platform with cart, payment & dashboard 2023 Python, Django, DRF, React, Stripe
🌐 Social Media Dashboard Dashboard to track engagement & analytics 2023 Python, Django, React, Chart.js
πŸ€– AI Chatbot NLP-based chatbot integrated with web UI 2024 Python, Django, React, TensorFlow

πŸ† Awards & Certifications

  • 1st Prize – BITM Project Competition (School Management System)
  • Heliyon (Elsevier, Q1 Journal) – Multilingual Sentiment Analysis
  • Data in Brief (Elsevier, Q2 Journal) – Curated Bangla Dataset
  • BLP-2023 Workshop (EMNLP) – Deep Learning in NLP Tasks
  • Certified Trainer & Assessor – ILO & NSDA
  • Certifications: BITM SEIP, HackerRank (SQL, Problem Solving), DataMites Bootcamp

πŸ“– Research Publications

Heliyon 2023 BanglaLP 2023 IJASEIT 2023 BEEI 2023

πŸ“ Sentiment Analysis in Multilingual Context: Comparative Analysis of Machine Learning and Hybrid Deep Learning Models
RK Das, M Islam, MM Hasan, S Razia, M Hassan, SA Khushbu
Heliyon 9 (9), 62, 2023
πŸ”— Read Paper
πŸ“Š BTSD: A Curated Transformation of Sentence Dataset for Text Classification in Bangla Language
RK Das, M Islam, SA Khushbu
Data in Brief 50, 109445, 2023
πŸ”— Read Paper
πŸ’‘ Analysis of Bangla Transformation of Sentences using Machine Learning
RK Das, SS Sammi, K Kobra, MR Ajmain, SA Khushbu, SRH Noori
International Conference on Deep Learning, AI, 2022
πŸ”— Read Paper
🧠 Prediction of Bangladeshi Urban Children's Mental Health for the Effect of Mobile Gaming Using Machine Learning
T Hasan, MZ Bonny, RK Das, S Sultana, MT Islam, A Sattar
International Journal on Advanced Science, Engineering & Info, 2024
πŸ”— Read Paper
βš™οΈ Team Error Point at BLP-2023 Task 1: Violence Inciting Text Detection using Deep Learning and Traditional Machine Learning Algorithm
R Das, J Maowa, M Ajmain, K Yeiad, M Islam, S Khushbu
BLP-2023 Workshop, 2023
πŸ”— Read Paper
πŸ“š Team Error Point at BLP-2023 Task 2: Comparative Exploration of Hybrid Deep Learning & ML for Advanced Sentiment Analysis
R Das, K Yeiad, M Ajmain, J Maowa, M Islam, S Khushbu
BLP-2023 Workshop, 2023
πŸ”— Read Paper
πŸ€– Hybrid Deep Learning: Comparative Study on AI Algorithms in NLP for Text Classification
MM Hasan, RK Das, M Hassan, S Razia, JF Ani, SA Khushbu, M Islam
BEEI 14(1), 551-559, 2023
πŸ”— Read Paper

🧩 GitHub Stats


πŸ“Š Contribution Graph


πŸ† Trophies


πŸ’¬ Fun Fact

I love teaching, building impactful projects, and exploring ways to make AI more human-centered.
I also enjoy working with special needs children and traveling around beautiful Bangladesh. 🌍


πŸ“Œ Visitor Count

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