📧 madil9227583@gmail.com · LinkedIn · X

I work at the intersection of Artificial Intelligence, Machine Learning, intelligent communication systems, and full-stack software development. My research focuses on learning-driven wireless systems, semantic communication, edge intelligence, and computer vision, while my development experience spans modern React applications, backend APIs, databases, authentication, and deployment.

🔬 Predictive Digital Twin for Multi-UAV Mobile Edge Computing Developing a predictive framework for proactive decision-making and resource management in UAV-assisted MEC environments.

• Traffic & Mobility Forecasting — BiLSTM-based prediction of workload and mobility patterns
• Predictive Scheduling — proactive task offloading and computation scheduling
• Service Management — proactive caching and service migration across UAV edge servers
• Adaptive Resource Allocation — dynamic CPU and computational resource management
• Digital Twin Intelligence — predictive modelling of dynamic edge environments

• Hybrid ML-Driven Spectrum Sensing & Access — Cyclostationary sensing · machine learning · NOMA spectrum access · throughput optimization · published in IEEE Wireless Communications Letters

• Task-Adaptive Semantic Communication — Attention-based reasoning · task-aware representations · multi-task inference · semantic transmission · under review

• Predictive Digital Twin for UAV-MEC — BiLSTM forecasting · proactive caching · service migration · task scheduling · adaptive CPU allocation

• Exploring deep learning for medical image analysis, image segmentation, representation learning, and intelligent diagnostic systems

• Build responsive and interactive applications using React, Next.js, JavaScript, Tailwind CSS, Material UI, Chakra UI, Ant Design, Bootstrap, and DaisyUI
• Work with Redux for global state management and React Query for asynchronous server-state handling
• Use React Router for client-side routing and Vite for modern frontend development workflows

• Build backend services using Node.js and Express.js
• Design and integrate REST APIs
• Implement authentication and authorization using JWT
• Work with middleware-based backend architectures and API testing using Postman

• Work with MongoDB for document-oriented applications and MySQL for relational data
• Use Firebase for application backend services and rapid development
• Integrate frontend applications with databases and backend APIs to build complete full-stack systems

• Deploy web applications using Vercel and Netlify
• Comfortable working in Linux-based development environments
• Use Git for version control and collaborative development
• Work with NPM, Nodemon, and modern JavaScript tooling throughout the development lifecycle

MongoDB · Express.js · React.js · Node.js · Next.js

React · Next.js · Redux · React Query · React Router · Tailwind CSS · Material UI · Chakra UI · Ant Design · Bootstrap · DaisyUI · Vite

Node.js · Express.js · REST APIs · JWT · NPM · Nodemon

MongoDB · MySQL · Firebase

Git · Linux · Postman · Vercel · Netlify · Notion

• Hybrid Cyclostationary and Machine Learning-Driven Spectrum Access in Downlink NOMA: Detection and Throughput Optimization IEEE Wireless Communications Letters · 2026 ML-driven spectrum sensing and intelligent spectrum access for downlink NOMA systems read paper

• Task-Adaptive Semantic Communication for Multi-Task Inference Using Attention-Based Reasoning Attention-based reasoning · semantic communication · task-adaptive learning · multi-task inference Under Review

• 🔵 Teaching Assistant — Computer Organization & Architecture Under Dr. Ankur Jaiswal · ABV-IIITM Gwalior

• 🟣 Teaching Assistant — Data Communication Under Dr. Mahendra Shukla · ABV-IIITM Gwalior

• 🎓 Integrated B.Tech–M.Tech in Information Technology — ABV-IIITM Gwalior Expected Graduation · June 2027

Artificial Intelligence · Machine Learning · Deep Learning · Computer Vision · Medical Image Analysis · Semantic Communication · Edge AI · Mobile Edge Computing · Intelligent Wireless Systems · Digital Twin · Federated Learning · Reinforcement Learning

• 📄 Research published in IEEE Wireless Communications Letters
• 🔬 Working across AI/ML, Semantic Communication, Wireless Systems, and Edge Computing
• 🚁 Developing a Predictive Digital Twin framework for UAV-assisted MEC
• 🌐 Experience building full-stack applications using the MERN ecosystem and modern React tooling
• 👨‍🏫 Teaching Assistant for Computer Organization & Architecture
• 👨‍🏫 Teaching Assistant for Data Communication
• 🎯 GATE Qualified

Interested in research and development collaborations involving AI/ML, Computer Vision, Semantic Communication, Edge Computing, Intelligent Wireless Systems, and Full Stack Development.