Curriculum Vitae
Dinesh Kumawat
Analyst
Cybersecurity and Data Analyst with hands-on experience in vulnerability assessment, threat detection, and security auditing combined with data-driven analysis. Skilled in identifying security risks and translating technical findings into actionable insights using Python, Burp Suite, Metasploit, Nmap, Excel, and Power BI.
Capabilities
Core Skills
Security
Tools
Programming & Data
Delivery & Communication
Academic Background
Education
University of Mumbai
M.Sc. in Information Technology
- Coursework: Computer Vision, Data Science, Natural Language Processing, and Machine Learning.
University of Mumbai
B.Sc. in Information Technology
- CGPI: 8.0 / 10.
- Coursework: Operating Systems, Computer Networks, Database Management Systems, Artificial Intelligence, Security in Computing, Software Engineering, and Software Project Management.
Credentials
Certifications
Google Project Management Specialization
Coursera
Neo4j Graph Data Science Certification
Neo4j
Certified Ethical Hacker
Expired
Research
Publications
A Unified Multi-Task Vision Transformer for AI-Generated Image Detection and Generator Attribution
Proposes a multi-task Vision Transformer framework that jointly performs AI-generated image detection and generator attribution using a shared transformer backbone with task-specific heads, robustness evaluation under image transformations, and occlusion-based explainability.
Blockchain and Decentralized Digital File Management for Transparent and Inclusive Governance in India
Presents a blockchain-enabled digital file and records management system using Hyperledger Fabric and IPFS to improve transparency, accountability, and accessibility in public administration, aligned with Digital India and RTI governance frameworks.
DOI: 10.22214/ijraset.2025.74242
Professional Work
Experience
Cybersecurity and Data Analyst
5Star Enterprises (ISP), Thakurli · Contract
- Reviewed business processes to identify high-risk operations, contributing to stronger risk mitigation outcomes.
- Conducted 15+ security audits to identify critical system vulnerabilities and recommend remediation measures.
- Collaborated with subject matter experts to implement secure and cost-effective IT improvements.
- Prepared client-facing reports and technical documentation that supported security upgrade decisions.
Bug Bounty Tester
Freelance
- Discovered and reported 20+ critical vulnerabilities across SME platforms, including issues with high CVSS impact.
- Delivered structured technical reports that accelerated remediation and improved developer response workflows.
- Used tools such as Burp Suite and Nmap to simulate realistic attack paths and assess application resilience.
Selected Work
Featured Projects
AI Image Authenticity Analyzer (VeriVision)
Deep learning system for detecting AI-generated images and attributing likely source models.
- Built a multi-task Vision Transformer system to detect AI-generated images and attribute them to models such as Stable Diffusion, DALL·E, and Midjourney.
- Implemented preprocessing, authenticity classification, and generator attribution pipelines for end-to-end analysis.
- Developed an interactive Streamlit interface for real-time image upload, analysis, and visual explanation of predictions.
- Designed robustness evaluation under compression and resizing to test model reliability.
Wildlife Sound Identifier
Machine learning system for automatic wildlife species identification from environmental audio.
- Developed an audio classification workflow to identify wildlife species from field recordings.
- Extracted Mel-spectrogram features and trained classification models for species prediction.
- Built a Streamlit interface for file upload, spectrogram visualization, and prediction reporting.
- Positioned the system for biodiversity monitoring and bioacoustic research applications.
Election Result Analyzer
A Python-based dashboard for Indian election results. Scrapes constituency-wise data, extracts candidate & party details, and visualizes insights through charts and tables. Ideal for researchers, analysts, and enthusiasts seeking quick, structured election analytics.
- Built a Python-based pipeline to scrape constituency-wise election results and structure candidate and party data.
- Developed a Streamlit dashboard with interactive filters, charts, and analytical views.
- Implemented screenshot capture and structured extraction for votes, rankings, and winning margins.
- Designed visual analytics including party vote share, state-wise seat distribution, and constituency-level insights.
WhatsApp Chat Analytics Dashboard
A Streamlit-powered dashboard to analyze WhatsApp chat exports. Upload your .txt file to explore participant activity, filter by date or keyword, and visualize chats with interactive charts.
- Created a data analysis tool to process WhatsApp chat export files and generate conversation insights.
- Implemented participant activity analysis, keyword filtering, and time-based engagement metrics.
- Built interactive charts and dashboards for message pattern visualization.
- Enabled simple file upload and streamlined processing through a user-friendly Streamlit interface.
Anonymous Complaint System
Secure web platform for anonymous grievance reporting and complaint management.
- Developed a web-based platform for anonymous complaint submission while preserving confidentiality.
- Implemented complaint tracking, committee-based assignment, and administrative resolution workflows.
- Designed secure data handling and database structures for complaint record management.
- Built the platform on a LAMP-style stack with PHP and MySQL.