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RifatHossaiN47/README.md

👋 Hi, I'm Md Rifat Hossen

Full-Stack Software Engineer · Published AI Researcher · Co-Founder @ KREMS Technologies

B.Sc. in Computer Science & Engineering, Chittagong University of Engineering and Technology (CUET)


Typing SVG



Portfolio LinkedIn Google Scholar ResearchGate ORCID IEEE Xplore YouTube Email

CUET CGPA KREMS Tech Publications Location Status

⚡ 10-Second Executive Snapshot

🚀 Production Systems

Campus-Scale Scale & Impact

Architect of live systems used daily by university students — notably MyCUETBus (real-time transit GPS tracking with 834+ active campus users) and CUET FoodExpress (full-stack cafeteria ordering platform).

🧠 Scientific Research

6 Peer-Reviewed Papers

Published in Springer Nature (SNCS Q2 Journal 2026) and IEEE (SPICSCON, ICCIT, ECCE) focusing on Bengali NLP, Multimodal Disaster Intelligence, and Explainable AI (Grad-CAM & SHAP).

💼 Leadership & Creative

Startup Co-Founder & Creator

Co-Founder & Tech Lead at KREMS Technologies (CUET IT Business Incubator). 500+ CP problems solved across Codeforces & LeetCode. Cinematic filmmaker & storyteller (@RifatHossaiNBro).

🌟 Top 4 Flagship Production Works

🚌 MyCUETBus Ecosystem v5.0.0

Real-Time Campus Transit Tracking · 834+ Daily Active Riders

Live GPS mobile transit system for CUET students & bus drivers. Background location broadcaster with custom Android foreground service, Mapbox vector maps, and IoT MQTT bridge.

🍕 CUET FoodExpress

Full-Stack Campus Cafeteria & Ordering Platform

Modern cafeteria ordering platform with optimistic cart state management, Stripe payment checkout, automated email receipts via Mailgun, and real-time administrative analytics dashboards.

🩻 CXR-Sentinel

AI-Assisted Chest X-Ray Clinical Reporting Prototype

Radiological perception tool emulating clinical triage: 14 thoracic condition multi-label detection, ROI bounding boxes, iterative report drafting/refining, and composite uncertainty scoring.

🏢 KREMS Technologies Platform

Agency Portal for Practical AI, RAG & Web Systems

Client portal and project case-study front for KREMS Technologies (incubated at CUET ITBI Level-3). Engineered with component-driven Next.js App Router, Tailwind CSS v4, and dynamic inquiry flows.

🔬 Peer-Reviewed Scientific Publications

Research Paper & Innovation Venue / Index Direct Links
BanglaSentNet: Multi-Aspect Sentiment Analysis
Explainable hybrid deep learning combining BanglaBERT, BiLSTM/GRU, length-adaptive ensemble, and SHAP heatmaps (9.4/10 human interpretability score). 		Springer Nature
SN Computer Science (2026)
Q2 Journal • Vol. 7, Art. 446
📄 SpringerLink • 💻 Code
BanglaMM-Disaster: Multimodal Disaster Classification
Multimodal deep learning fusing transformer encoders (BanglaBERT) with deep CNNs (ResNet50) across 5,037 annotated Bangla posts (83.76% accuracy). 		IEEE SPICSCON 2025
IEEE Xplore #11504189
Presented at 3MT 2025
📄 IEEE Paper • 📑 arXiv • 💻 Code
BanglaASTE: Aspect-Sentiment-Opinion Triplet Extraction
End-to-end framework extracting complete (Aspect, Opinion, Sentiment) triplets from colloquial e-commerce reviews using BanglaBERT & XGBoost (89.9% accuracy). 		IEEE SPICSCON 2025
IEEE Xplore #11504105
Corresponding Author
📄 IEEE Paper • 💻 Code
Multi-Task Fruit Freshness with Dual-Head Grad-CAM
Unified ResNet152V2 multi-task network simultaneously predicting fruit variety (99.64%) and freshness (97.27%) with visual explainability. 		IEEE ICCIT 2025
IEEE Xplore #11491294
Cox's Bazar, Bangladesh
📄 IEEE Paper • 🤗 HF Demo • 💻 Code
Wafer Defect Detection with XAI Insights
Automated deep learning framework classifying semiconductor defect signatures across 811,457 wafer maps (94.08% overall) with layer-wise Grad-CAM. 		IEEE ECCE 2025
IEEE Xplore #11013292
📄 IEEE Paper • 💻 Code

🛠️ Technical Toolbelt & Algorithmic Foundations

My Skills Toolbelt

Codeforces LeetCode CodeChef 500+ Solved

📊 Live GitHub Analytics

Md Rifat Hossen's GitHub Stats Top Languages
GitHub Streak
📂 View All 33 Repositories (Categorized Archive)

"Passionate about turning complex real-world challenges into scalable, human-centered software."

Open to Software Engineering & Applied AI Opportunities • rifat8851@gmail.com

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  1. MyCUETBus MyCUETBus Public

    Real-time campus transit tracking & management app for CUET. Built with React Native (Expo SDK 52), Mapbox GL, and Firebase Realtime Database with background GPS broadcasting.

    JavaScript

  2. cuet-foodexpress-frontend cuet-foodexpress-frontend Public

    Full-stack campus food ordering platform for CUET built with React 18, Vite, Firebase Auth, Stripe payments, and an admin analytics dashboard.

    JavaScript

  3. journal-banglasentnet journal-banglasentnet Public

    Official repository for BanglaSentNet: An Explainable Hybrid Deep Learning Framework for Multi-Aspect Sentiment Analysis with Cross-Domain Transfer Learning (SN Computer Science, Springer Nature 20…

  4. cxr-sentinal cxr-sentinal Public

    AI-assisted chest X-ray analysis research prototype featuring 14-finding classification, ROI bounding boxes, agentic report refinement, and uncertainty triage.

    TypeScript

  5. conference_BanglaMM-Disaster conference_BanglaMM-Disaster Public

    Official repo for "BanglaMM-Disaster" (IEEE SPICSCON 2025). Multimodal deep learning framework fusing Transformers (mBERT, BanglaBERT, XLM-R) and CNNs (ResNet50) for 9-class disaster classification…

  6. conference-fruit-freshness-xai conference-fruit-freshness-xai Public

    Official implementation of IEEE ICCIT 2025 paper: A Multi-Task ResNet152V2 Deep Learning Model for Joint Fruit Type & Freshness Detection with Grad-CAM Explainability (98.45% Accuracy).

    Jupyter Notebook