Welcome to my space

Hi, I'm Ajilash Edward A

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Passionate about building scalable applications, preprocessing complex datasets, and designing intelligent machine learning models to solve real-world problems.

Ajilash Edward A Profile Picture
About Me

I am a Computer Science and Engineering graduate from Carmel College of Engineering and Technology. With a strong academic background and hand-on project experience, I specialize in programming, software development, and AI/ML technologies.

My experience ranges from building full-stack web applications with Flask, Next.js, and MongoDB, to developing hybrid deep learning models (CNN + Vision Transformers) that achieve state-of-the-art accuracy in medical diagnosis. I love writing clean code, designing intuitive user interfaces, and deriving insights from data.

Location Alappuzha, Kerala, India
Degree B.Tech in CSE
Email ajilashedward25@gmail.com
Freelance Available

My Mission

To continuously learn, adapt, and build technical solutions that create measurable positive impact on society. Eager to grow as a Software Engineer, Python Developer, or AI/ML Engineer in a collaborative environment.

98% Model Accuracy
10+ Crops Analyzed
5+ Blood Groups

My Skills

Languages

Python Java C SQL

Tools

Git VS Code Jupyter Notebook Microsoft Excel PowerPoint Word

Technologies

Flask React Next.js MongoDB TensorFlow PyTorch

Concepts

Data Structures Algorithms OOPs REST API Machine Learning

Soft Skills

Communication Teamwork Problem Solving Creativity Time Management

Education & Experience

Experience

AI/ML Intern

Jan 2025 – Feb 2025
ICT Academy Kerala – Technopark (Trivandrum, Kerala)
  • Engineered preprocessing pipelines for real-world datasets using Pandas and NumPy, improving data quality for downstream ML tasks.
  • Implemented and evaluated classification and regression models using Scikit-learn, achieving satisfactory performance benchmarks.
  • Worked with Git for version control and followed standard AI development workflows.

Education

B.Tech in Computer Science and Engineering

2022 – 2026
Carmel College of Engineering and Technology (Kerala, India)

Acquired rigorous training in database management, computer networking, operating systems, and object-oriented programming.
CGPA: 7.29 / 10

Projects

Pulmo Care – Lung Disease Detection

Built a hybrid CNN + Vision Transformer model to classify lung conditions from chest X-rays with 98% accuracy on a 10,000+ image dataset. Implemented Grad-CAM explainability to generate heatmaps highlighting affected lung regions and deployed a web interface for real-time diagnosis. Won 2nd Prize at an International Conference.

Python TensorFlow PyTorch Vision Transformer InceptionV3

Crop Intelligence System

Developed a crop recommendation system using soil and climate data. Processes soil and climate datasets across 10+ crop categories to generate data-driven recommendation models. Built a Flask REST API connected to a React frontend for real-time visualization.

Python Flask React REST API

Blood Management System

Created a full-stack blood management application for donor registration and blood inventory tracking. Built RESTful API endpoints for real-time blood availability lookup, reducing manual record-keeping by 60%. Designed responsive Next.js frontend integrated with MongoDB.

Next.js Node.js MongoDB REST API

Certifications

NPTEL

Programming in Java

Issued: 2024

Contact Me

Let's Connect

I am actively seeking software engineering, Python developer, or AI/ML internship/entry-level positions. Feel free to reach out via email, phone, or any of my social profiles.