Age Gender Detection
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Summary
A full-stack web application designed for real-time age and gender prediction using a Convolutional Neural Network (CNN) model.
About
Highly motivated B.Tech student specializing in Data Science with practical experience in developing and deploying machine learning models. Proven ability to enhance model precision by up to 95% through advanced feature engineering and data analysis, coupled with robust full-stack application development. Eager to leverage strong technical skills in Python, TensorFlow, and Flask to contribute to innovative AI/ML solutions in a dynamic environment.
Work
OASIS INFOBYTE
|DATA SCIENCE INTERN
Remote, India, India
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Summary
Designed and optimized machine learning models, significantly enhancing predictive precision through advanced data analysis techniques.
Highlights
Developed robust machine learning models utilizing Scikit-learn, coupled with comprehensive data analysis to extract actionable insights.
Successfully enhanced model precision to 95% through targeted feature engineering and the application of advanced algorithms.
Visualized key data insights using Matplotlib and Seaborn, providing clear support for effective model interpretation and decision-making.
NULLCLASS ED TECH PVT LTD
|DATA SCIENCE INTERN
Remote, India, India
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Summary
Developed and deployed an Age and Gender detection model, integrating machine learning solutions into a real-time Flask application.
Highlights
Developed an Age and Gender detection model using TensorFlow/Keras, achieving 80% accuracy in identifying demographic attributes.
Deployed a real-time Flask application, facilitating seamless model integration and accessibility for end-users.
Preprocessed and augmented image datasets, significantly improving model robustness and generalization capabilities.
Education
Oriental College of Technology
Bhopal, Madhya Pradesh, India
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B.Tech
Computer Science Engineering (Data Science Specialization)
Grade: CGPA: 8.09/10
Scholars Public Hr. Sec. School
Ganj Basoda, Madhya Pradesh, India
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High School Diploma
Science
Grade: Class 12th: 78%, Class 10th: 75%
Certificates
Machine Learning with Python
Issued By
Coursera
Python for Data Science
Issued By
NPTEL
C/C++
Issued By
CAD-X
SQL
Issued By
Geeks for Gurukul
AI/ML Engineer
Issued By
PMKVY (Skill India)
Idea Representation Competition
Issued By
Tech Tank
Skills
Programming Languages
C++, Python.
Frontend Development
HTML, CSS, JavaScript.
Data Science Libraries & Frameworks
Pandas, Numpy, Matplotlib, Seaborn, Scikit-learn, TensorFlow, Keras, OpenCV, Flask.
Machine Learning & AI
Machine Learning, Deep Learning, CNN, Model Development, Feature Engineering, Model Deployment, Data Analysis, Image Processing, Random Forest, Gradient Boosting.
Database Management
DBMS, MySQL, SQL.
Core Computer Science
Data Structures & Algorithms, Object Oriented Programming.
Projects
Fake Profile Detection
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Summary
An application that identifies fake profiles by implementing machine learning models and analyzing user data for behavioral patterns.