MEHEDI HASAN SHUVO
AI ENGINEER & RESEARCHER
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AI ENGINEER & RESEARCHER Open to AI Roles

MD. MEHEDI HASAN SHUVO

Engineering intelligent systems that think, automate, and see.

I design and build production-grade autonomous AI Agents, enterprise n8n workflows, conversational RAG & Chatbots (LangGraph/LangChain), and real-time Computer Vision pipelines (YOLO).

9 Research Papers 7 IEEE • 2 Taylor & Francis
Active IEEE Reviewer Peer Reviewer • IEEE Conf.
IT Intern Sonali Life Insurance PLC
AI Systems Focus LangGraph • n8n • YOLO
Explore Research View Projects
Md. Mehedi Hasan Shuvo - AI Engineer & Researcher
MH
Open for AI Roles
AI Agents • Chatbots • n8n • Vision
9 Papers (CORE/IEEE)
IEEE Conf. Reviewer
IT Intern • Sonali Life Insurance PLC
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7 Online Papers (IEEE)
2 Accepted Book Chapters
9 Total Publications
20+ Projects Built
11 Certifications
2 IEEE Memberships

Who Am I?

I'm a final-year Computer Science undergraduate at AIUB (American International University-Bangladesh), specializing in LLM systems, Retrieval-Augmented Generation, Computer Vision, and applied deep learning. I am currently working as an IT Intern at Sonali Life Insurance PLC (Core IT Department) while actively exploring internship, graduate, and full-time AI engineering opportunities.

My work combines research depth with delivery: from YOLO-based vision systems and FastAPI services to multi-agent applications, n8n automations, and Supabase-backed RAG pipelines designed for real users and practical deployment.

Alongside hands-on product work, I have authored 9 papers across CORE-ranked and international venues, including 7 published online IEEE papers and two accepted first-author book chapters under consideration for a Taylor & Francis book, and I serve as an IEEE conference reviewer in deep learning, intelligent systems, and applied AI.

"Building intelligent systems that bridge research innovation with real-world engineering - and ready to bring that drive to the right team."
Research & Academic Standing

Applied AI Research & Publications

Author of 9 papers across CORE/IEEE venues, including 7 published online IEEE papers and accepted first-author work under Taylor & Francis book consideration. Active Reviewer for IEEE 3ICT 2025 and FET'26.

7 Online Papers (IEEE) 2 Accepted Book Chapters IEEE Reviewer (3ICT '25 · FET'26) Taylor & Francis Book Chapter
Computer Vision Deep Learning Machine Learning LLMs Real-Time AI Systems NLP
Experience & Education

IT Intern

Sonali Life Insurance PLC • AIUB B.Sc. CSE (IS Major, 2026)

Building and maintaining AI/ML pipelines, RAG systems, and FastAPI backend services within the Core IT Department.

Technical Arsenal

AI Agents, n8n & Vision

Autonomous multi-agent workflows, LangGraph orchestration, production chatbots, and YOLO computer vision.

n8n Automation LangChain & LangGraph AI Chatbots Multi-Agent Systems YOLOv11 / 12 FastAPI Supabase RAG
Open to Opportunities
AI Engineer · LLM Engineer · Computer Vision Engineer Available for Internships, Graduate Roles, Full-Time AI Engineering & Research Collaborations
Mentorship & Location
6+ Yrs STEM Tutoring · Dhaka, Bangladesh Physics, Chemistry, Math, CS mentor · O Level & HSC · English Medium

Video Introduction

Get to know me, my research journey, and what drives my work in AI

Technical Arsenal

🧠
Deep Learning & CV
Computer Vision
YOLO ModelsCNNTransformersObject DetectionImage ClassificationTransfer LearningModel Optimization
🕹️
Neural Networks
Deep Neural Networks
CNNRNNLSTMTransformer ArchitectureVision Transformer (ViT)GANAttention MechanismsResNet
💬
NLP & Text AI
Natural Language Processing
BERT & Transformer Fine-tuningSentiment AnalysisNERRAGSemantic SearchText SummarizationMultilingual NLP
🤖
LLMs & Agents
LLM & Agent Systems
LangChainLangGraphPrompt EngineeringOpenAI APIOllamaMulti-Agent SystemsReAct Agents
📊
Machine Learning
Classical ML
XGBoost / LightGBMSVMBayesian OptimizationPCA / t-SNE / UMAPTime Series ForecastingAutoML Pipelines
⚡
Frameworks
ML Libraries
PyTorchTensorFlowKerasHuggingFace TransformersOpenCVScikit-learnPandasNumPy
🌐
Web & Backend
Engineering
FastAPIDockerRedisREST APIsPHPMVC Architecture
🗄️
Databases
Data & Storage
MySQLOracleSQLite3NF NormalizationSQL Injection Prevention
💻
Programming
Languages
Python (Primary)C#JavaRC++JavaScriptLaTeX
🛠️
Dev Tools
Tools & Platforms
Jupyter NotebookGoogle ColabGitGitHubDockerKaggleVS Code
🔬
Research Practices
Research Skills
Experimental DesignModel BenchmarkingIEEE Paper WritingmAP/F1 EvaluationReproducibility
🏫
Teaching & Mentorship
Tutoring & Education
6+ Years TeachingEnglish Medium 4+ YearsO Level & A LevelPhysics · Chemistry · Math · CS500+ Students Coached

Relevant Coursework

Academic foundations that power real-world AI engineering — 32 courses across 4 domains

ls ~/education/coursework/ █ 32 courses  ·  4 domains
AI / ML / Data 7 courses
Artificial Intelligence & Expert Systems Machine Learning Introduction to Data Science Data Warehousing & Data Mining Computational Statistics & Probability Computer Vision & Pattern Recognition Natural Language Processing
Core Computer Science 13 courses
Algorithms Data Structures Object Oriented Programming (Java) Object Oriented Analysis & Design Theory of Computation Compiler Design Computer Networks Computer Graphics Software Engineering Introduction to Database Microprocessor & Embedded Systems Computer Organization & Architecture Digital Logic & Circuits
Mathematics & Research 7 courses
Discrete Mathematics Numerical Methods for Science & Engineering Matrices, Vectors & Fourier Analysis Complex Variable, Laplace & Z-Transform Research Methodology Integral Calculus & ODE Differential Calculus & Coordinate Geometry
Science & Others 5 courses
Physics 1 & 2 Electronic Devices Introduction to Electrical Circuits Engineering Ethics Principles of Economics

Research & Publications

Published and accepted research in Computer Vision, Deep Learning, Explainable AI, and Applied AI

Find Me On

ResearchGate View Profile
IEEE Xplore Author Page
Google Scholar View Profile
ORCID View Profile

Accepted & Upcoming

Selected Projects

A focused selection of systems that show how I turn research ideas into usable AI products, tools, and experiments.

All 20+ projects

🩺 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
  • 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

Academic Journey

2022 — 2026 (Expected)

B.Sc. in Computer Science & Engineering

Major: Information Systems
American International University–Bangladesh (AIUB), Dhaka
CGPA: 3.76 / 4.00

Pursuing undergraduate studies with a focus on AI, Machine Learning, Computer Vision, and Deep Learning. Active researcher and IEEE student member throughout the program.

Data Structures & AlgorithmsMachine LearningNLPComputer VisionSoftware EngineeringDatabase SystemsData Warehousing & MiningOOPOperating Systems
2018 — 2020

Higher Secondary Certificate (Science)

Govt. Keshab Chandra College, Jhenaidah
GPA: 5.00 / 5.00

Achieved perfect GPA in the science stream, with strong foundation in Mathematics and Physics.

Higher MathematicsPhysicsChemistryBiologyICT
2016 — 2018

Secondary School Certificate (Science)

Garagonj High School
GPA: 4.67 / 5.00

Completed secondary education in the science stream with a strong foundation in Mathematics, Physics, and Chemistry.

MathematicsPhysicsChemistryBiologyICTHigher Mathematics

My Resume

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Experience & Activities

Research, academic service, and professional teaching experience

IT Intern

Internship
Sonali Life Insurance PLC · Core IT Department · Dhaka, Bangladesh
Jun 2026 — Present

Building and maintaining AI/ML pipelines, RAG systems, and LLM-based workflows within the Core IT Department to support internal and operational systems.

  • Develop and test backend services using FastAPI and REST APIs integrated with relevant databases
  • Support computer vision, NLP, and automation tasks using PyTorch, LangChain, and related frameworks
  • Participate in code reviews, technical documentation, and team collaboration using Git/GitHub

AI Automation Intern

Internship
Infinoz.com · Remote, Bangladesh
Mar 2026 — May 2026

Worked on production-grade AI automation systems with n8n, Supabase, pgvector, and LLM APIs. Built multi-domain chatbot workflows and retrieval pipelines for client-facing use cases across e-commerce, education, and service platforms.

  • Built multi-domain n8n chatbot workflows with intent routing and confidence-based fallback
  • Engineered multi-tenant RAG pipelines with Supabase and pgvector for isolated client knowledge bases
  • Handled prompt engineering, workflow debugging, and production deployment in a fast-paced internship setting

AI Researcher

Research
American International University–Bangladesh (AIUB)
2024 — Present

Conducting independent and collaborative research in Computer Vision, Deep Learning, and applied AI at AIUB. Authored 9 papers across CORE-ranked and international venues, including work on YOLO-based systems, medical imaging, driver behavior analysis, explainable AI for healthcare, and industrial SCADA analytics.

  • 9 papers: 7 published and 2 accepted
  • First author of both accepted book chapters (Taylor & Francis)
  • Published across IEEE venues: AICCSA 2025, ECCE 2025, RAAICON 2025, ICCIT 2025, FET 2026

IEEE Conference Reviewer

Academic Service
IEEE — 3ICT 2025 & FET'26
2025 — Present

Serving as an active peer reviewer for IEEE international conferences, evaluating manuscript quality, technical rigor, novelty, and research contributions in deep learning, intelligent systems, and applied AI domains.

  • Reviewer for IEEE 3ICT 2025 (International Conference on Innovation and Intelligence)
  • Assigned to IEEE FET'26 review committee
  • Domains: Deep Learning, AI Systems, Computer Vision, IoT

Private Tutor & Education Consultant

Teaching
Independent · Dhaka, Bangladesh
2019 — Present

Providing comprehensive academic tutoring for students from Class 6 through HSC and O/A Level programs for 6+ years. Co-managed a coaching center serving 500+ students. Specialized in science subjects, mathematics, and computer science.

  • 6+ years of full-time and part-time teaching experience
  • 4+ years in English medium instruction
  • Co-managed coaching center with 500+ enrolled students
  • O Level, A Level, SSC & HSC exam preparation

Licenses & Certifications

Professional memberships, academic recognitions, and course completions

Membership

IEEE Student Member Certificate

IEEE

2023

Membership

IEEE Computer Society Member Certificate

IEEE Computer Society

2023

Membership

IEEE Member Certificate

IEEE

2023

Academic Service

IEEE 3ICT 2025 — Conference Certificate

IEEE — 3ICT 2025

2025

Conference Author

ECCE 2025 — Author Certificate

IEEE ECCE 2025

2025

Conference Author

RAAICON 2025 — Author Certificate (DBNet)

IEEE RAAICON 2025

2025

Conference Author

RAAICON 2025 — Author Certificate (TOM-YOLO)

IEEE RAAICON 2025

2025

Conference Author

ICCIT 2025 — Author Certificate

IEEE ICCIT 2025

2025

Teaching

Certified Tutor

CareTutors

2025

Course Completion

IT Essentials — Cisco Official Certificate

Cisco Networking Academy

2022

Course Completion

IT Essentials — Academy Certificate

Cisco Networking Academy · AIUB

2022

Let's Connect

Open to internships, graduate roles, full-time AI engineering work, and research collaborations across LLM, RAG, and computer vision systems.

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