Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Riyasatali Umatiya

Perth,WA

Summary

Cybersecurity and AI researcher specializing in network traffic analysis, intrusion detection, and digital forensics. Published research on multilingual medical text simplification at ICONIP 2024, demonstrating expertise in large language models. Proficient in Agile project management and collaborative teamwork, consistently delivering impactful academic and research outcomes. Committed to leveraging advanced technologies to improve cybersecurity monitoring and enhance global digital literacy.

Overview

1
1
year of professional experience
1
1
Certification

Work History

Pareto Power Law Based Analysis of Network Traffic

Curtin University
Perth, WA
07.2024 - 06.2025
  • Conducted a cybersecurity research project applying the Pareto Principle (80/20 rule) to identify dominant traffic patterns across Windows, Linux, Ubuntu, and Server OS.
  • Collected and analyzed .pcap files using Wireshark and Python to calculate Pareto Compliance Ratio (PCR) and enhance anomaly detection.
  • Discovered that >80% of traffic was generated by 20% of ports, validating Pareto’s utility in traffic filtering, intrusion detection, and system monitoring.
  • Applied JIRA for project tracking and GitHub for collaborative coding & version control, ensuring structured research management.

MedSiML – Multilingual Dataset for Simplifying Med

Curtin University
Perth, WA
02.2024 - 07.2024
  • Designed and developed a multilingual dataset by integrating data from PubMed, Cochrane, and Wikipedia, ensuring comprehensive domain coverage.
  • Applied data cleaning techniques to remove extraneous characters/noise and improve text quality and readability.
  • Utilized Gemini Flash-1.5 LLM (1M token context) to simplify and translate 64k medical records into 10 languages, including child-friendly simplified English.
  • Achieved higher accuracy and clarity than existing medical simplification datasets by preserving original tone, numerical values, and essential details.
  • Published and presented findings at ICONIP 2024 (Core A-ranked AI Conference, New Zealand).

Education

Master of Computing - Cyber Security

Curtin University
Perth, WA
06-2025

Bachelor of Science - Information Technology

Hemchandracharya North Gujarat University
Gujarat, India
07-2022

Diploma - Information And Communication Technology

Australian Technical And Management College
Online
07-2019

Skills

  • Python and SQL proficiency
  • Wireshark network analysis
  • GitHub version control
  • Packet capture analysis
  • Intrusion detection and response
  • Large language model application
  • Data cleaning and preprocessing
  • Multilingual NLP research
  • Agile project management
  • Corporate communication skills
  • Analytical problem-solving
  • Time and performance management

Certification

National Institute of Technology - ACS Professional Year

Jul 2025 – Jul 2026 (Ongoing)

Cisco Certified Network Associate – Cyber Ops (CCNA)
Issued May 2024

Cisco Certified Network Professional – Security (CCNP-S)
Issued May 2024

Timeline

Pareto Power Law Based Analysis of Network Traffic

Curtin University
07.2024 - 06.2025

MedSiML – Multilingual Dataset for Simplifying Med

Curtin University
02.2024 - 07.2024

Master of Computing - Cyber Security

Curtin University

Bachelor of Science - Information Technology

Hemchandracharya North Gujarat University

Diploma - Information And Communication Technology

Australian Technical And Management College

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Riyasatali Umatiya