Hi, I'm Pranav Swaroop
Computer Science Student | AI & Automation Builder | Cybersecurity Researcher
I'm a second-year Computer Science student at PES University building AI-powered automation systems, analytics platforms, and cybersecurity solutions. My current research focuses on proactive phishing detection through Certificate Transparency log mining and heterogeneous AI fusion.
Currently Building
Researching proactive phishing detection using Certificate Transparency logs and heterogeneous AI fusion
Building intelligent automation and trend intelligence systems
Representing the PES University Basketball Team
Exploring opportunities in AI, cybersecurity, and software engineering
Featured Projects
A selection of projects showcasing my work in AI, automation, and data analytics.
VenueIQ
Built an AI-powered autonomous crisis-management agent for stadium and live-event operations. Combines Gemini reasoning with Elasticsearch (via Elastic MCP) and human-in-the-loop dispatch to coordinate incident response in real time. Developed for the Google Cloud Rapid Agent Hackathon, with a Next.js/TypeScript application and a live Streamlit demo.
Artha — Quant Platform
An institutional-grade forecasting AI for the NSE/BSE markets that delivers probabilistic, explainable predictions. Phase 2 vertical slice is complete with 105 tests passing and active CI; the full design and a 150-issue backlog are done and pushed.
Reddit Trend Intelligence Agent
An automated agent that monitors Reddit communities, extracts emerging discussions, and produces AI-driven trend insights. Built with Python and n8n workflow automation for hands-off, scheduled intelligence gathering.
More Projects
Fitness Tracker
A web-based fitness tracking application that helps users monitor workouts, track progress, and maintain performance metrics.
Chat Room With File Transfer
A real-time communication platform supporting messaging and file transfer functionality.
Trading Analysis Syndicate
A visualization project focused on Trading and Predicting stock prices.
NBA Roster Optimizer
A sports-analytics and quantitative-finance crossover project that optimizes NBA roster construction using data-driven modeling.
AI NBA General Manager
A conceptual AI agent that acts as an NBA general manager, blending sports analytics with autonomous decision-making.
Videolify Clone
A video and AI tool inspired by Videolify, with wireframes, an overview, and a feature breakdown drafted in early concept form.
DSA Quest
A DSA-learning product idea with a drafted PRD, database design, and user-flow; aimed at gamified data-structures and algorithms practice.
Explore More Projects
Additional experiments, prototypes, and development work can be found on my GitHub profile.
View GitHub ProfileResearch
Exploring the intersection of AI and cybersecurity to build more secure systems.
Secure Cloud-Based Proactive Phishing Detection Using Certificate Transparency Log Stream Mining and Heterogeneous AI Fusion
Developing a proactive phishing detection framework that mines Certificate Transparency logs to identify suspicious domain registrations before phishing campaigns become active. The system combines certificate intelligence, domain-based indicators, and heterogeneous AI models to improve early-stage threat detection and reduce false positives. The system is built and working; the paper is being prepared for IEEE/ACM submission.
Research Focus
Investigating how Certificate Transparency intelligence and heterogeneous AI models can be combined to identify phishing infrastructure before attacks become active. This research aims to shift cybersecurity from reactive to proactive defense strategies.
Research Goals
Early Detection
Detect suspicious domains before phishing campaigns launch
Accuracy
Reduce false positives in automated threat detection
AI Integration
Explore AI-assisted threat intelligence pipelines
Proactive Defense
Improve proactive cybersecurity defenses
Research Progress
Technologies Used
Experience & Recognition
Professional experience and achievements in technology and leadership.
Work Experience
Intern
Emertxe Information Technologies
Completed technical internship focused on software development practices, technical problem solving, and industry-oriented learning.
Leadership & Recognition
Google Gemini Student Ambassador
Reached advanced stage of Google Gemini Student Ambassador selection process.
Multiple AI & Automation Projects
Built multiple AI and automation projects demonstrating practical application of emerging technologies.
Active Contributor
Active contributor to technical projects and research initiatives in AI and cybersecurity.
Built a Personal AI OS with Hermes
Built a personal AI OS powered by Hermes that auto-syncs the portfolio and resume from a single accomplishments ledger (demo).
Technical Skills
Technologies and tools I work with to build intelligent systems.
Programming Languages
AI & Automation
Tools
Beyond Technology
Member of the PES University Basketball Team. Balancing competitive sports, research, and software development has strengthened teamwork, discipline, leadership, and problem-solving abilities.
Get in Touch
Interested in collaboration, research opportunities, or just want to connect? Feel free to reach out.