Samyuktha Aligate

Aspiring Data Scientist & Cybersecurity Analyst

Warangal, IN.

About

Highly motivated Bachelor of Technology candidate specializing in CSE (AIML), graduating June 2024, with a strong foundation in data science, machine learning, and cybersecurity. Developed and deployed ML models achieving 98% accuracy in cardiac arrhythmia prediction and parking space detection. Eager to leverage analytical skills and practical experience in cutting-edge technologies to contribute to data-driven decision-making and robust system security in a dynamic professional environment.

Work

3CORTEX

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Intern

Hyderabad, Telangana, India

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Summary

Analyzed a year's worth of data using advanced data science techniques to generate valuable insights and support informed decision-making for forecasting and fraud detection.

Highlights

Completed comprehensive training in data science and cloud solutions, gaining proficiency in cutting-edge technologies and tools relevant to the field.

Applied acquired knowledge to analyze 12 months of real-world data, generating valuable insights for short-term and long-term forecasting and identifying potential fraudulent data.

Utilized data science techniques to extract meaningful patterns and trends from datasets, enabling informed decision-making for daily, weekly, and monthly operational planning.

Crafted and presented clear, concise reports summarizing findings and recommendations, directly contributing to data-driven decision-making processes within the organization.

CISCO

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Intern

Hyderabad, Telangana, India

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Summary

Supported cybersecurity initiatives by applying best practices and conducting security assessments to protect networks and systems from various threats.

Highlights

Completed comprehensive modules on Introduction to Cybersecurity, Cybersecurity Essentials, and Packet Tracer, gaining foundational knowledge in network security principles and practices.

Configured and simulated networks using Packet Tracer for simulation and troubleshooting, demonstrating hands-on experience in network security protocols.

Applied cybersecurity best practices to protect networks and systems from various threats, enhancing system resilience and mitigating vulnerabilities.

Conducted security assessments to identify and mitigate potential vulnerabilities, contributing to enhanced system security posture.

Education

Kakatiya Institute of Technology and Sciences

Warangal, Telangana, India
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Bachelor of Technology CSE(AIML) Grade: 8.0/10.0

Courses

Artificial Intelligence

Machine Learning

Certificates

Data Science and Cloud Solutions

3Cortex

Cybersecurity

Cisco Networking Academy

Introduction to Machine Learning

Swayam NPTEL

Skills

Programming Languages

Python, Java.

Database Management

SQL.

Web Development

HTML, CSS, Bootstrap, JavaScript, Node.js.

Machine Learning Frameworks

Keras, TensorFlow, scikit-learn.

Data Analysis & Visualization

Pandas, NumPy, Matplotlib, Data Preprocessing, Feature Extraction, Data Analysis, Data Visualization, Time Series Forecasting.

Deep Learning

Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks.

Cybersecurity

Network Security, Vulnerability Assessment, Threat Mitigation, Packet Tracer, Security Best Practices.

Computer Vision

OpenCV, Image Processing, Grayscale Conversion, Gaussian Blurring, Edge Detection, Region of Interest (ROI) Segmentation, Contour Detection, Binary Thresholding.

Projects

Prediction of Cardiac Arrhythmia

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Summary

Developed a machine learning model to predict cardiac arrhythmias using UCI Machine Learning Repository ECG data for early detection of heart rhythm abnormalities.

Parking Lot Space Detection

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Summary

Developed a real-time parking lot space detection system using computer vision and image processing techniques to monitor available spaces.