Supriya Kumari
@supriya_k15
Supriya Kumari
@supriya_k15
Tech enthusiast passionate about secure systems, cybersecurity, and continuous learning.
Tech enthusiast passionate about secure systems, cybersecurity, and continuous learning.
Cuttack, India
I am a technology enthusiast with a strong passion for programming, algorithms, and secure system design, with a focused interest in cybersecurity and cloud security. I value clarity, precision, and continuous learning, and I thrive in collaborative environments. My goal is to deepen my technical expertise through research and hands-on projects while contributing to building a more secure digital future.
💼 Experience
Machine Learning Intern
InternPe | September 2025 – October 2025
Key Contributions
Built an NLP-based text classification model using LSTM networks
Managed the end-to-end machine learning pipeline, including:
Data preparation
Model training
Evaluation and performance analysis
Explored model deployment workflows and Docker containerization
Worked with PyTorch for model development and experimentation
🧠 Skills & Technologies
Programming & Libraries
Python
NumPy
Pandas
Scikit-learn
TensorFlow
Machine Learning & AI
PyTorch
TensorFlow
Scikit-learn
LSTM Networks
Natural Language Processing (NLP)
Data Handling
Data Preprocessing
Model Evaluation
Performance Metrics
DevOps & Tools
Docker
Git
Model Deployment Pipelines
🚀 Projects & Research Work
Real-time Cybersecurity Honeypot Dashboard
Hackathon Project | September 2025
Description
Developed a real-time honeypot dashboard to monitor and visualize login and signup attack attempts
Built using React and TypeScript with a focus on frontend scalability and performance
Key Features
Real-time monitoring and visualization of security events
Integrated threat detection and admin management
Comprehensive security analytics and data visualization
Emphasis on:
Frontend architecture
API integration
Live data handling for enhanced cybersecurity insights
Research (In Progress): System Security & Threat Detection
Focus Areas
Anomaly detection techniques for cloud environments
Access control mechanisms for secure systems
Threat identification in multi-tenant cloud architectures
Current Work
Designing prototype models for detecting suspicious activities
Studying secure access patterns and attack surfaces in cloud-based systems
🎯 Interests & Goals
Cybersecurity & Cloud Security Research
Secure System Design
Threat Detection & Anomaly Analysis
Continuous skill enhancement through real-world applications
🤝 Collaboration & Growth
I am eager to collaborate on impactful projects, explore research-driven opportunities, and contribute to organizational goals focused on security, scalability, and reliability.