Ealil Adavan M R

AI Engineer | Full-Stack Developer | IoT Innovator

3rd Year B.Tech - Artificial Intelligence & Data Science

About Me

I'm a passionate technologist specializing in Artificial Intelligence, Machine Learning, and Full-Stack Development. My journey encompasses building intelligent systems that bridge the gap between research and real-world impact, with a particular focus on assistive technologies and smart automation.

Currently, I'm pioneering Third Eye, a groundbreaking non-invasive AI + IoT + Brain-machine prototype designed to help visually impaired individuals interpret their surroundings through neural stimulation mapping and real-time scene recognition. This research project represents my commitment to leveraging cutting-edge technology for social good.

I actively participate in hackathons, tackling challenges from deepfake detection to memory reconstruction systems for Alzheimer's patients. My technical expertise spans microservices architecture, IoT predictive maintenance, real-time ML classification, and building neural networks from scratch using NumPy without deep learning libraries.

Beyond development, I'm passionate about education. I write beginner-friendly ML & DL blogs on Medium, covering topics from regression and ANNs to image classification, making complex concepts accessible to aspiring AI engineers. I'm also mastering DSA in C++ and preparing comprehensive learning roadmaps for the community.

My tech stack includes Golang + Echo APIs, PHP full-stack development, Java software architecture, modern JavaScript frameworks, and deep experience in TensorFlow, NumPy, and cloud technologies. I believe in building systems that are not just functional, but scalable, maintainable, and impactful.

Featured Projects

🔬 Third Eye - AI-Powered Assistive Vision System

Revolutionary non-invasive prototype combining AI scene recognition with neural stimulation mapping. Integrates wearable sensors, IoT devices, machine learning models, and signal processing to help visually impaired individuals interpret their environment in real-time.

Computer Vision IoT Neural Mapping Signal Processing Real-time ML

🎭 Deepfake Video Scam Detection System

Comprehensive deepfake detection platform featuring a Chrome extension for online video analysis and Streamlit UI. Implements GAN detection, biometric analysis, audio-visual synchronization checks, and federated learning. Includes explainable AI with heatmaps and confidence scores for transparency.

GAN Detection Streamlit Chrome Extension Explainable AI Federated Learning

🔊 Real-Time Noise Classification Model

Advanced audio ML classifier trained on UrbanSound8K dataset. Implements MFCC feature extraction for real-time environmental sound identification. Built using Keras and NumPy for efficient audio signal processing and classification.

Audio ML MFCC Keras Real-time Processing

🏭 IoT Predictive Maintenance System

Industrial IoT solution combining sensors, cloud infrastructure, and anomaly detection algorithms to predict machine failures before they occur. Reduces downtime and maintenance costs through intelligent monitoring and data-driven insights.

IoT Sensors Cloud Computing Anomaly Detection Predictive Analytics

💬 Modern Web Chat Application

WhatsApp-inspired chat application featuring multiple themes, emoji support, file sharing, and scheduled messaging. Built with modern UI/UX principles for seamless real-time communication.

WebSockets Real-time Modern UI File Sharing

📝 Full-Stack Blog Platform

Complete blogging system built with PHP and MySQL. Features user authentication, CRUD operations for posts, admin panel, and content management. Demonstrates full-stack development capabilities with server-side rendering.

PHP MySQL User Auth Admin Panel

⚡ Golang + Echo Microservices

High-performance REST APIs built with Golang and Echo framework. Includes MySQL integration and OTP verification microservice with scalable architecture for enterprise applications.

Golang Echo Framework MySQL Microservices

🧮 ML from Scratch Projects

Built neural networks and classifiers using pure NumPy without deep learning libraries. Projects include Multi-layer Perceptron and Cat vs Dog classifier, demonstrating deep understanding of mathematical foundations and backpropagation algorithms.

NumPy Mathematics Neural Networks Backpropagation

📱 Flutter Android Development

Built production-ready Android APKs using Flutter and command-line tools. Configured ANDROID_HOME environment without Android Studio, demonstrating efficient mobile development workflow.

Flutter Android Mobile Dev CLI Tools

🏆 Hackathon Innovation Projects

Developed AI memory reconstruction assistant and "Second Brain" personal AI system for patients with location tracking and memory access. Created smart automation prototypes addressing real-world healthcare and accessibility challenges.

AI Assistant Healthcare Tech Location Tracking Smart Automation

Technical Skills

Programming Languages

Python C C++ Java Golang JavaScript PHP

Frameworks & Libraries

Echo (Go) Flask Streamlit Flutter React TensorFlow Keras

AI & Machine Learning

Machine Learning Deep Learning Computer Vision NumPy MFCC Neural Networks ANN CNN GAN Detection

IoT & Hardware

IoT Sensors Microcontrollers Real-time Monitoring Signal Processing Embedded Systems

Databases & Backend

MySQL SQL PL/SQL Stored Procedures Triggers Views

Cloud & DevOps

Google Cloud Cloud Run Terraform Git CI/CD

Web Technologies

HTML/CSS JavaScript AJAX DOM XML JSP/Servlets REST APIs

Tools & Platforms

VS Code Postman Chrome DevTools Git/GitHub Linux

Core CS & Cybersecurity

Data Structures Algorithms (DSA) Internet Protocols Cybersecurity Network Security

Achievements & Contributions

🏆

Hackathon Participant

Active participant in multiple hackathons focusing on deepfake detection, AI-powered healthcare solutions, and smart automation

📚

Technical Writer

Published beginner-friendly ML & DL blogs on Medium covering Regression, ANNs, and Image Classification

🔬

Research Innovator

Leading Third Eye research project - AI-powered assistive technology for visually impaired individuals

🎯

Open Source Advocate

Contributing to open innovation and creating learning roadmaps for DSA mastery in C++

Recent Blog Posts on Medium

  • Introduction to Linear Regression for Beginners
  • Understanding Artificial Neural Networks (ANN) from Scratch
  • Image Classification with Deep Learning: A Practical Guide
  • Building Machine Learning Models with NumPy Only
  • Real-world Applications of Audio Classification

Future Goals & Vision

  • Advance AI research in assistive technologies and healthcare applications
  • Develop scalable IoT solutions for smart cities and industrial automation
  • Contribute to open-source AI projects and educational content
  • Build enterprise-grade systems combining AI, IoT, and cloud technologies
  • Pursue graduate research in Brain-Machine Interfaces and Neural Engineering
  • Create accessible technology solutions for underserved communities

Get In Touch

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.