JOHN SIJO KARAKUNNEL

Final-year BCA Student | Python Developer | AI/ML & Full Stack Enthusiast
Kerala, IN.

About

Highly motivated final-year BCA student with hands-on experience in Python development, machine learning, and full-stack web application projects. Proven ability to develop user-friendly web applications and build robust machine learning models using scikit-learn, demonstrated through projects like an AI-powered image generator and a ride-hailing demand forecasting system. Eager to leverage strong technical skills and problem-solving abilities in an entry-level software or web development role .

Work

Verveox Technologies
|

AI/ML Intern

Summary

As an AI/ML Intern, developed and implemented AI-powered image generation and machine learning models, enhancing user experience and demonstrating expertise in Python development.

Highlights

Received Best Intern Award , recognizing outstanding performance and dedication.

Developed an AI-powered image generator using Stable Diffusion, enabling high-quality image creation from text prompts.

Constructed a linear regression model in Python using scikit-learn to analyze advertising budget against mobile sales, interpreting Mean Squared Error (MSE) and Mean Absolute Error (MAE) for model accuracy.

SKOLAR
|

Software Intern

Summary

As a Software Intern, built a strong foundation in Data Structures and Algorithms to solve real-world problems .

Highlights

Developed a strong foundational understanding of Data Structures and Algorithms, crucial for efficient software development.

Gained in-depth understanding and practical application of core data structures including arrays, linked lists, trees, and graphs.

Improved problem-solving skills and logical thinking through extensive hands-on coding practice.

Education

DE PAUL INSTITUTE OF SCIENCE AND TECHNOLOGY

BCA

Grade: 76%

Skills

Programming Languages

Python, PHP, SQL, HTML, CSS, JAVASCRIPT.

Soft Skills

Problem Solving, Teamwork, Adaptability, Communication, Critical Thinking, Logical Thinking.

Tools & Libraries

Flask, scikit-learn, Git, Bootstrap, MySQL, Linux (basic), Shell Scripting (basic), Pandas, NumPy, SQLAlchemy.

Concepts

Data Structures & Algorithms, Machine Learning Algorithms, Full Stack Development, OOP, REST APIs.

Projects

Ride-Hailing Demand Forecasting – Data Analysis Project

Summary

A data analysis project focused on forecasting ride-hailing demand and optimizing pricing strategies using Python, Pandas, NumPy, Matplotlib, and Seaborn.

Coffee & Wifi – Cafe Finder

Summary

Built a Flask-based web app that helps users discover and review workspace-friendly cafes with filters for coffee quality, wifi strength, and power availability. Integrated user authentication, community contributions, Google Maps viewing, and RESTful API endpoints for external access to cafe data.

Tindog Landing Page

Summary

A responsive one-page UI built for a fictional dating app using HTML, CSS, and Bootstrap.

Demo Blog Website – Full Stack Web App

Summary

Created a personal blog demo using Flask to showcase skills in web development, REST API integration, email handling via SMTP, and environment variable management. The app features dynamic blog post rendering from an external API, a responsive Bootstrap UI, and a working contact form—all built as a learning portfolio project., Bootstrap, SMTP, and API.

Breast Cancer Predictor (Flask App)

Summary

Developed a machine learning web application using Flask and Logistic Regression to predict whether a breast tumor is malignant or benign, based on the Breast Cancer Wisconsin dataset. Implemented CSV upload, real-time predictions, and model accuracy display, as part of an internship project at Verveox Technologies.

Certificates

100 Days of Code: The Complete Python Pro Bootcamp

Issued By

Udemy

PYTHON & ARTIFICIAL INTELLIGENCE (Basics)

Issued By

Cozmek Private Limited

DATA STRUCTURE AND ALGORITHM

Issued By

SKOLAR