Open to opportunities

Krithan User

@krithanuser

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MCA student and practical ML/AI developer building end-to-end solutions in computer vision and full-stack systems.

India

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What I'm looking for

I am seeking entry-level roles applying ML/AI and computer vision in production, preferring collaborative teams, hands-on project work, mentorship, and opportunities for cloud and full-stack growth.

I am an MCA candidate with strong foundations in machine learning, computer vision, full-stack web development, and embedded systems, demonstrated through hands-on projects and academic excellence.

I engineered an end-to-end lip-reading system using CNN and Bi-LSTM architectures with CTC loss and deployed a real-time Streamlit interface; built a full-stack Student Management System with role-based access and a MySQL-optimized schema; and developed an Arduino-based smart parking system integrating sensors and embedded C control.

I hold certifications in AWS ML Engineer Associate curriculum, Tableau, MySQL basics, and MERN stack development, and I contribute to technical clubs while pursuing opportunities to apply ML/AI and cloud-enabled solutions in production environments.

Experience

Work history, roles, and key accomplishments

Embedded Systems Developer

IoT Project

Jan 2024 - Present (2 years 2 months)

Implemented an IoT-based smart parking system using Arduino and C, integrating IR sensors and servo motors for automated gate control and live availability display to eliminate manual intervention.

Arduino C IR Sensors Embedded Systems IoT

Machine Learning Intern

Self-Directed Projects

Jan 2024 - Present (2 years 2 months)

Developed LipNet end-to-end lip-reading system using CNN and Bi-LSTM, implemented video preprocessing and CTC loss to convert lip movements to text, and deployed a real-time Streamlit demo.

Python TensorFlow Keras OpenCV Streamlit CNN Bi LSTM CTC

Full Stack Developer

Student Project

Jan 2023 - Present (3 years 2 months)

Built a Student Management System with PHP, JavaScript and MySQL, designing an optimized relational schema and role-based access control to secure administrative functions and improve data retrieval efficiency.

JavaScript PHP MySQL HTML CSS Database Design Authentication Responsive UI

Education

Degrees, certifications, and relevant coursework

CMR Institute of Technology

Master of Computer Application, Computer Applications

Grade: 8.32/10.0

Activities and societies: Member of Techno Tuners technical club; participated in industry visits and technical leadership activities.

Pursuing Master of Computer Application with a CGPA of 8.32/10.0, focusing on advanced computing and AI-related coursework.

Krupanidhi Degree College

Bachelor of Computer Application, Computer Applications

Grade: 8.51/10.0

Activities and societies: Received Versatile Student Award for BCA; winner of inter-college cricket tournament; participated in technical club activities.

Completed Bachelor of Computer Application with a CGPA of 8.51/10.0, covering software development, databases, and web technologies.