Machine Learning Information Technology

B.Tech Information technology

Sri Manakula Vinayagar Engineering College

CGPA: 6.08

St Joseph’s Higher secondary School

SSLC: 55.47

St Joseph’s Higher secondary School

HSC: 67.7

**** - ****

2020 - 2021

2021 - 2025

Detail-oriented and motivated IT undergraduate with a strong foundation in programming and problem-solving. Experienced in Python, GUI development, and AI-driven image processing using GANs for brightness enhancement and noise reduction. Skilled in debugging, optimization, and handling real-world data workflows. Eager to contribute to innovative software projects through technical skills, continuous learning, and a passion for impactful digital solutions.

MULTI-STACKED ARCHITECTURE FOR LOW-LIGHT IMAGE ENHANCEMENT AND DENOISE MLS-UNET enhances low-light images by simultaneously improving brightness and reducing noise. It uses Three Dimensional Channel Flexing with K-Means clustering to adaptively adjust RGB channels. Metrics like PSNR, SSIM, and MAE confirm its effectiveness in preserving details and boosting image quality. The model’s adaptive approach allows it to handle diverse lighting conditions and complex noise patterns effectively. This makes MLS-UNET a robust solution for real-world image enhancement applications where clarity and detail are critical. FLASH CHAT BOT

This project develops a Flash-based chatbot using AIML for real-time user interaction. AIML enables the chatbot to understand and respond to diverse user inputs. It uses natural language processing to simulate human-like conversations. Pattern matching in AIML improves response accuracy and relevance. The system is designed to provide seamless and dynamic communication, enhancing user engagement.Its modularstructure allows easy updates and scalability for future improvements. PROJECTS

PROFILE SUMMARY

Pudupalayam, Cuddalore • 944-***-**** • *************@*****.*** www.linkedin.com/in/madhan-kumar-a145ba299

Madhan Kumar VS

EDUCATION

TECHNICAL SKILLS

LANGUAGES : Python, AIML

CORE SKILLS: Machine Learning, Deep Learning, Data Preprocessing TOOLS/TECH: GANs, K-Means Clustering, PSNR/SSIM metrics, GUI development SOFT SKILLS : Analytical Thinking, Problem Solving, Project Execution, Team Collaboration

CERTIFICATIONS

PERSONAL INFORMATION

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SELVAKUMAR NV

KALAI SELVI B

16/08/2004

MALE

INDIAN

ENGLISH, TAMIL

FITNESS AND WELLNESS, GAMING & READING BOOKS

Python & Machine Learning (Course Completion)

Android Application Development

Web Development

Cloud Computing

NPTEL: Business Fundamentals for Entrepreneurs

Junior English Typewriting

3rd prize in Paper Presentation(Kaiser)

FATHER’S NAME

MOTHER’S NAME

DOB

GENDER

NATIONALITY

LANGUAGES

HOBBIES

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