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anurag naidu

@anuragnaidu

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Aspiring natural language processing scientist with Python programming skills.

India

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What I'm looking for

I am looking for opportunities that foster growth and innovation in AI and machine learning.

I am an aspiring natural language processing scientist with a strong foundation in programming, particularly in Python. My academic journey at Lovely Professional University has equipped me with a solid understanding of machine learning algorithms and their applications. I have a keen interest in leveraging technology to solve real-world problems, particularly in the field of computer vision and natural language processing.

Throughout my education, I have engaged in several projects that showcase my skills and dedication. Notably, my capstone project involved detecting diabetic retinopathy using pre-trained deep-learning techniques, where I achieved significant accuracy improvements through various models. Additionally, I developed a robust semantic segmentation model for aerial images, demonstrating my ability to handle complex datasets and implement effective data augmentation techniques.

My participation in hackathons and extracurricular activities, such as marathons and sports, reflects my commitment to continuous learning and teamwork. I am eager to contribute my skills and passion for technology to a dynamic team that values innovation and growth.

Experience

Work history, roles, and key accomplishments

Capstone Project: Diabetic Retinopathy Detection

N/A

Mar 2024 - Apr 2024 (1 month)

Led a capstone project focused on detecting diabetic retinopathy using pre-trained deep learning techniques. Achieved significant accuracy improvements through various CNN models on the DIARETDB1 dataset.

Deep Learning Python CNN Data Analysis DIARETDB1 Performance Tuning TensorFlow

Natural Language Processing Scientist

N/A

Jan 2024 - Mar 2024 (2 months)

Aspiring natural language processing scientist with a strong foundation in Python programming and machine learning algorithms. Developed various projects including diabetic retinopathy detection and sentiment analysis on social media data, utilizing advanced deep learning techniques.

Python Machine Learning Deep Learning Computer Vision Pandas NumPy ResNet50 DenseNet201 U Net

Academic Project: Sentiment Analysis

N/A

Nov 2022 - Dec 2022 (1 month)

Conducted sentiment analysis on social media data to evaluate user opinions. Developed a machine learning model for large-scale datasets, refining the algorithm through rigorous testing.

Machine Learning Python Data Analysis

Academic Project: Semantic Segmentation

N/A

Oct 2022 - Nov 2022 (1 month)

Developed a semantic segmentation model using UNet architecture for analyzing aerial images. Implemented data augmentation techniques to enhance model performance and validated results through visual comparisons.

Python Validation Computer Vision Aerial Imaging Techniques U Net

Education

Degrees, certifications, and relevant coursework

Lovely Professional University

Bachelor of Technology, Computer Science & Engineering

2020 - 2024

Grade: 7.01/10

Pursuing a Bachelor of Technology in Computer Science & Engineering with a focus on natural language processing and machine learning. Achieved a CGPA of 7.01/10.