Madhav Dubey

Associate Consultant

Kathua, Jammu & Kashmir, India0 mo experience

Key Highlights

Achieved 95.86% accuracy in cyber security model.
Engineered advanced pattern matching algorithms.
Strong foundation in Machine Learning and Cyber Security.

Stackforce AI infers this person is a Machine Learning and Cyber Security specialist with strong software development skills.

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Skills

Core Skills

Machine LearningCyber Security

Other Skills

AlgorithmsBootstrap (Framework)C++Cascading Style Sheets (CSS)Data StructuresDatabase Management System (DBMS)Express.jsGit and GithubHTML5Interpersonal CommunicationJavaScriptLogistic RegressionMachine Learning AlgorithmsNode.jsObject-Oriented Programming (OOP)

Experience

Birla institute of technology, mesra

Research Intern

Jun 2025 – Jul 2025 · 1 mo · Ranchi, Jharkhand, India · On-site

Engineered a model for pattern matching system for cyber security that detects vulnerable and context-sensitive terms like Blood Relations.
Trained a Logistic Regression classifier on a labeled dataset of vulnerable vs non-vulnerable terms and also reduced false positives significantly.
Leveraged ML to determine whether a new word is contextually similar to vulnerable terms already stored in a dataset that helps to improve pattern detection in cyber security.
Model attained 95.86% accuracy and 96.34% precision, optimizing cyber threat detection reliability.

Pattern Matching AlgorithmsMachine Learning AlgorithmsLogistic RegressionCyber SecurityMachine Learning