Md. Mehedi Hasan Shuvo

MD. MEHEDI HASAN SHUVO

Speciality Computer Vision and LLM systems

Approach Research rigor with production-minded engineering

Availability Internships, full-time AI roles, and collaborations

I build AI systems that connect strong research foundations with practical delivery. My work spans real-time computer vision, applied deep learning, and LLM-powered products, with a focus on systems that feel reliable, useful, and ready for real users.

Deep Learning Based Real-Time Hand Detection Using First-Person Egocentric Perspectives

IEEE/ACS AICCSA 2025 — 22nd Int'l Conference on Computer Systems and Applications CORE RANKED Published DOI: 10.1109/AICCSA66935.2025.11315447

A Deep Learning-Based Framework for Accurate Detection and Classification of On-Road Vehicles Using Improved YOLOv11

IEEE ECCE 2025 — Int'l Conference on Electrical, Computer and Communication Engineering Published DOI: 10.1109/ECCE64574.2025.11013964

DBNet: Automated Driver Behavior Analysis for Road Safety Using Vision-Based Systems

IEEE RAAICON 2025 — 4th Int'l Conference on Robotics, Automation, AI and IoT First Author Presented

🩺 NirovaAI — নিরোভা 🇧🇩

AI-powered Early Disease Detection Platform for Bangladesh

Empowering rural, underserved, and Bengali-speaking communities with accessible, AI-driven medical guidance and early disease risk detection.

ReactFastAPIMongoDBAzureDockerLLMGemini Vision

Live App GitHub Docs

41+ diseases detected, real-time risk alerts, bilingual (Bangla/English)
Skin analysis, dengue risk, lab report OCR, Bangladesh-specific models
Grounded in Bangladesh & WHO medical knowledge (RAG)
JWT auth, health timeline, admin analytics, streaming LLM chat
Deployed on Azure Container Apps with CI/CD

More about NirovaAI

Problem: Bangladesh faces a doctor-patient ratio of 1:2,000, leaving millions without timely care. NirovaAI bridges this gap with accessible, AI-powered early disease risk detection and medical guidance.

Key Features:

Symptom checker, dengue detector, AI health chat (Bangla/English)
Skin & lab analysis (Gemini Vision API)
Health timeline, disease alerts, admin analytics
Streaming LLM chat, RAG with Bangladesh/WHO sources

Stack: React, Vite, Tailwind, FastAPI, MongoDB, Redis, XGBoost, LLMs, Gemini, Docker, Azure, Bicep, GitHub Actions
Deployment: Single Docker container (frontend+backend), Azure Container Apps, CI/CD via Docker Hub & GitHub Actions
Live: nirovaai.app
License: MIT
Author: Md. Mehedi Hasan Shuvo

Disclaimer: NirovaAI is for informational support only. Not a substitute for professional medical diagnosis or emergency care.

🤖 Multi-Tool AI Agent (Bangladesh Data)

LangChain & LangGraph-based AI agent integrating multiple SQLite databases and web search APIs. Features dynamic SQL tool-calling, memory management, and structured prompt pipelines tailored for Bangladesh-specific data.

LangChainLangGraphSQLitePythonOpenAI API

⚡ Bangladeshi Taka Note Detection API

Production-ready FastAPI microservice exposing a custom-trained YOLOv11 model for Bangladeshi taka note & coin detection. Returns denomination labels, confidence scores, and bounding boxes. Docker Compose bundles API with Redis caching.

YOLOv11FastAPIDockerRedisPythonPyTorch

📄 LLM Article Analysis Pipeline

Multi-stage automated AI workflow: Streamlit → FastAPI → n8n → LLM → Google Sheets → Gmail. Fully automated document analysis with structured output generation.

OpenAI APIn8nFastAPIStreamlitGoogle Sheets API

🧠 BERT Fine-Tuning for Question Answering

Fine-tuned BERT (bert-base-uncased) on SQuAD v1.1 achieving 71.15% Exact Match and 80.97% F1. Full pipeline: tokenization, span prediction, evaluation with HuggingFace Transformers and PyTorch.

BERTHuggingFacePyTorchSQuAD v1.1Python

🌆 CityWatch — Urban Issue Reporting

Full-stack MVC web app with multi-role auth (Citizen, Authority, Admin), AJAX operations, RBAC, secure session handling, and relational database design.

PHPMySQLJavaScriptAJAXMVC

🏥 Medical & Disease Detection Systems

ML/DL-based diagnostic tools for bone fracture detection (lumbar spine) and tomato leaf disease classification using enhanced YOLO frameworks. IEEE-published research.

YOLOv11YOLOv12PyTorchOpenCVCNN

🏠 Smart House Rent Forecasting

Regression-based predictive system for rental price estimation using feature engineering and cross-validation techniques. Models: Linear Regression, Random Forest, XGBoost.

PythonScikit-learnXGBoostPandasNumPy

🛂 Amar Passport AI Agent

Autonomous 4-agent CrewAI system acting as a smart Bangladesh e-passport assistant. Delivers eligibility verification, exact 2026 fee calculation, personalized document checklist, and a full bilingual report in English & Bangla.

CrewAILangChainGroqLlama 4Python

🇧🇩 Bangladeshi Taka Detection — YOLOv11

End-to-end object detection fine-tuning YOLOv11n on 11 denominations of Bangladeshi currency. Achieves 97.16% mAP@0.50 on ~1,490 real-world annotated images via Roboflow.

YOLOv11UltralyticsPyTorchRoboflowPython

🎬 Sentiment Analysis — IMDB Reviews

Comparative study of 4 sentiment models on 50K IMDB reviews: TF-IDF + LogReg, Word2Vec, BERT Embeddings, and Fine-tuned BERT. Benchmarks accuracy, F1, and computational trade-offs.

BERTHuggingFacePyTorchScikit-learnPython

Who Am I?

Video Introduction

Technical Arsenal

Relevant Coursework

Research & Publications

Find Me On

Deep Learning Based Real-Time Hand Detection Using First-Person Egocentric Perspectives

A Deep Learning-Based Framework for Accurate Detection and Classification of On-Road Vehicles Using Improved YOLOv11

DBNet: Automated Driver Behavior Analysis for Road Safety Using Vision-Based Systems

TOM-YOLO: Tomato Leaf Disease Detection Using Enhanced YOLOv12 Framework

An Enhanced YOLOv11 Framework for Automatic Lumbar Spine Level Detection

Accepted & Upcoming

Proactive AI and Machine Learning Strategies for Network Threat Detection with Adaptive Explainable Intelligence

MS-YOLO: An Enhanced Real-Time Recyclable Waste Detection and Classification Framework

SoftSense-HFS: An Explainable Hybrid Ensemble Soft Sensor with Hybrid Feature Selection for SCADA Time-Series Phosphate Estimation

Explainable Hybrid Ensemble for Breast Cancer Malignancy Prediction Using Clinically-Motivated Feature Engineering and Nested Cross-Validation

Selected Projects

🩺 NirovaAI — নিরোভা 🇧🇩

🤖 Multi-Tool AI Agent (Bangladesh Data)

⚡ Bangladeshi Taka Note Detection API

📄 LLM Article Analysis Pipeline

🧠 BERT Fine-Tuning for Question Answering

🌆 CityWatch — Urban Issue Reporting

🏥 Medical & Disease Detection Systems

🏠 Smart House Rent Forecasting

🛂 Amar Passport AI Agent

🇧🇩 Bangladeshi Taka Detection — YOLOv11

🎬 Sentiment Analysis — IMDB Reviews

Academic Journey

B.Sc. in Computer Science & Engineering

Higher Secondary Certificate (Science)

Secondary School Certificate (Science)

My Resume

Experience & Activities

AI Researcher

IEEE Conference Reviewer

Private Tutor & Education Consultant

Licenses & Certifications

IEEE Student Member Certificate

IEEE Computer Society Member Certificate

IEEE Member Certificate

IEEE 3ICT 2025 — Conference Certificate

ECCE 2025 — Author Certificate

RAAICON 2025 — Author Certificate (DBNet)

RAAICON 2025 — Author Certificate (TOM-YOLO)

ICCIT 2025 — Author Certificate

Certified Tutor

IT Essentials — Cisco Official Certificate

IT Essentials — Academy Certificate

Let's Connect