Muhammad Saeed Anwar

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Lab Instructor

Software engineer building FastAPI network diagnostics and security tools, with research on LLM prompt injection accepted at AISec 2026.

PakistanLab Instructor at Capital University of Science and Technology (CUST)

Experience

Lab Instructor
Delivered programming and software development laboratories to 300+ undergraduate students, covering programming, OOP, web development, and computer organization. Supported debugging, testing, Linux-based workflows, and secure coding through hands-on instruction.
ProgrammingObject Oriented ProgrammingWeb Application DevelopmentComputer OrganizationAssembly LanguageDebuggingTestingLinuxSecure Coding
Network Engineering Intern
Supported network security, troubleshooting, vulnerability assessment, and infrastructure security hardening. Performed network and application security assessments using Nmap, Nikto, Burp Suite, and Wireshark, and documented remediation recommendations.
Network SecurityTroubleshootingVulnerability AssessmentNmapNiktoBurp suiteWiresharkSecurity Hardening
Data Annotator
Performed structured data annotation and quality control for AI and machine learning datasets.
Data AnnotationQuality ControlAIMachine Learning
Web3 Security Data Analytics Intern
Analyzed 10,000+ blockchain transaction records to identify anomalies, security risks, and suspicious activity. Developed risk-scoring analyses and dashboards to communicate security findings.
Blockchain AnalyticsData AnalysisRisk ScoringDashboardingSecurity
Machine Learning Intern
Developed machine learning solutions using Python, scikit-learn, and TensorFlow for classification and security-related problems. Built a spam classification model achieving 98.6% accuracy and a credit card fraud detection pipeline achieving 95% recall.
Pythonscikit learnTensorFlowMachine LearningClassificationFraud Detection

Education

Capital University of Science and Technology (CUST)
Bachelor of Science in Computer Science degree from Capital University of Science and Technology, Islamabad, Pakistan, completed in 2024.
Bachelor of Science in Computer Science degree from Capital University of Science and Technology, Islamabad, Pakistan, completed in 2024.

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Experience

Lab Instructor

Delivered programming and software development laboratories to 300+ undergraduate students, covering programming, OOP, web development, and computer organization. Supported debugging, testing, Linux-based workflows, and secure coding through hands-on instruction.

ProgrammingObject Oriented ProgrammingWeb Application DevelopmentComputer OrganizationAssembly LanguageDebuggingTestingLinuxSecure Coding

Network Engineering Intern

Supported network security, troubleshooting, vulnerability assessment, and infrastructure security hardening. Performed network and application security assessments using Nmap, Nikto, Burp Suite, and Wireshark, and documented remediation recommendations.

Network SecurityTroubleshootingVulnerability AssessmentNmapNiktoBurp suiteWiresharkSecurity Hardening

Data Annotator

Performed structured data annotation and quality control for AI and machine learning datasets.

Data AnnotationQuality ControlAIMachine Learning

Web3 Security Data Analytics Intern

Analyzed 10,000+ blockchain transaction records to identify anomalies, security risks, and suspicious activity. Developed risk-scoring analyses and dashboards to communicate security findings.

Blockchain AnalyticsData AnalysisRisk ScoringDashboardingSecurity

Machine Learning Intern

Developed machine learning solutions using Python, scikit-learn, and TensorFlow for classification and security-related problems. Built a spam classification model achieving 98.6% accuracy and a credit card fraud detection pipeline achieving 95% recall.

Pythonscikit learnTensorFlowMachine LearningClassificationFraud Detection

Education

Capital University of Science and Technology (CUST)

Bachelor of Science in Computer Science degree from Capital University of Science and Technology, Islamabad, Pakistan, completed in 2024.