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@kirannayak
Cybersecurity-focused software engineer skilled in Python, React, and applied ML for threat detection.
I am a cybersecurity-focused software engineer with hands-on internship experience building detection tools, React applications, and Python utilities that automate tasks and analyze network traffic.
I have trained a Random Forest model for threat detection, implemented packet-timestamp anomaly detection in a React Wireshark analyzer, and developed task-management and virtual assistant Python applications. I combine practical security analysis with data visualization and applied ML to deliver actionable results.
I collaborate well on projects involving web stacks, ML toolchains, and security platforms, and I prioritize clear communication of technical findings and robust, maintainable implementations.
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Work history, roles, and key accomplishments
1Stop and IIT Guwahati
Jul 2025 - Present (4 months)
Gained hands-on experience with cybersecurity platforms and built React.js projects for simulation, penetration testing, and digital forensic analysis.
YBI
May 2025 - Present (6 months)
Trained a Random Forest model in Python to detect threats in generated files and evaluated model performance using synthetic datasets.
Innovate
Jun 2024 - Present (1 year 5 months)
Developed a React-based Wireshark Anomaly Detector to analyze PCAP files and identify anomalies using packet timestamp analysis.
Cognifyz
Mar 2024 - Present (1 year 8 months)
Implemented a Python task management system and a guessing-game application enabling dynamic task creation and deletion.
TATA
Interpreted datasets using visualization tools and implemented inter-arrival time anomaly detection with JavaScript for efficient file parsing.
TATA
Studied real-world threat detection scenarios and showcased ability to communicate complex technical concepts effectively.
Degrees, certifications, and relevant coursework
Bachelor’s Degree, Computer Science and Engineering
2022 -
Grade: 8.65
Pursuing a Bachelor’s Degree in Computer Science and Engineering with coursework and projects focused on cybersecurity, data analysis, and software development.
Higher Secondary Certificate, Higher Secondary
Grade: 82
Completed Higher Secondary education with a focus on science-related subjects and demonstrated strong academic performance.
Secondary School Certificate, Secondary
Grade: 91
Completed Secondary education with notable academic results.
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