Mahith Perera

AI/ML Engineer | Full-Stack Developer
Colombo, LK.

About

Highly motivated and results-driven AI/ML Engineer with a strong foundation in data science and full-stack development, currently pursuing a BSc (Hons) in Information Technology. Proven ability to design, develop, and deploy intelligent systems and scalable web applications, leveraging expertise in machine learning, deep learning, and MERN stack technologies to deliver innovative solutions with measurable impact.

Education

SLIIT
Malabe, Western, Sri Lanka

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BSc (Hons) in Information Technology

Software Engineering

Languages

English

Skills

Programming Languages

Python, Java, JavaScript, C++, C#, Dart.

ML/DL Frameworks

TensorFlow, Keras, PyTorch, Scikit-learn.

Data Analysis & Visualization

Pandas, NumPy, Matplotlib, Seaborn, Tableau, Power BI.

Web Development (Backend)

Node.js, Express.js, Flask, Django, Spring Boot.

Web Development (Frontend)

React, HTML, CSS, JavaScript.

Mobile Development

Flutter.

Databases

MySQL, PostgreSQL, MongoDB, SQL Server, Firebase.

Cloud & DevOps

AWS (S3, EC2, Lambda), Docker, Git.

Concepts & Methodologies

Machine Learning, Deep Learning, Computer Vision, Natural Language Processing (NLP), Data Analysis, Web Development, API Development, RESTful APIs, Object-Oriented Programming (OOP), IoT.

Projects

AI-Powered Code Assistant

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Summary

An intelligent AI model designed to assist developers with code generation, completion, and debugging.

Facial Emotion Recognition System

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Summary

A real-time system capable of detecting human emotions from video streams.

Customer Churn Prediction Model

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Summary

A machine learning model built to predict customer churn, providing insights for retention strategies.

Smart Parking System

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Summary

An IoT-based system providing real-time parking availability and optimization.

Multi-Vendor E-commerce Platform

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Summary

A comprehensive full-stack e-commerce platform supporting multiple vendors and customer interactions.

Real-time Chat Application

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Summary

A web-based chat application offering real-time messaging and secure user authentication.