Pratham Patel
I am an undergraduate student in Computer Science at Gannon University, working on AI/ML research. I founded the Gannon Codex Programming Club and won 1st place at BSidesROC CTF.
My research interests span artificial intelligence, machine learning, computer vision, robotics, and cybersecurity. I'm currently working on self-correcting mechanisms for LLMs and IoT anomaly detection.
Email: patel292 [at] gannon [dot] edu
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Recent News
- [Oct 2024] Achieved 99.47% accuracy on N-BaLoT IoT security dataset
- [Sep 2024] Working on Synergistic Self-Correction for Enhanced LLM Reasoning
- [Aug 2024] Won 1st Place at BSidesROC Capture the Flag Competition
- [Jul 2024] Founded Gannon Codex Programming Club
- [Jun 2024] Published in Springer - Machine Learning-based Android Malware Detection
Publications
Synergistic Self-Correction for Enhanced LLM Reasoning
Preprint 2024
Machine Learning-based Android Malware Detection using Static and Dynamic Analysis
In: Intelligent Computing. SAI 2024. Lecture Notes in Networks and Systems, vol 507. Springer, Cham
A Hybrid AI/ML Approach for Real-Time Anomaly Detection in IoT Networks
Research Complete - Manuscript in Preparation, Expected 2025
[Research Page] [Code] [Paper - In Progress]
Selected Projects
SignSpeak - ASL Recognition Platform
Real-time American Sign Language recognition system using computer vision and deep learning. Achieves 30+ FPS recognition with YOLOv5 and MediaPipe.
InboxIQ - AI Email Management
Intelligent email assistant with AI-driven features for smart categorization, priority detection, and email summarization.
MaliciousAPK - Android Malware Detection
Machine learning-based Android malware detection system using Random Forest Classifier with static and dynamic analysis.
Organizations
Lokus AI - The Ambient AI Engine for Unified Knowledge Work
Contributing to the development of a modern, privacy-focused knowledge management system. Building a lightning-fast, extensible markdown editor with AI-enhanced reasoning capabilities using Rust and Tauri.
Looking for Research Opportunities
I am actively seeking research opportunities in AI/ML labs and research groups. My interests include:
- Artificial Intelligence & Machine Learning
- Computer Vision & Image Processing
- Robotics & Autonomous Systems
- Cybersecurity & Adversarial ML
- Natural Language Processing
- IoT & Edge Computing
If you have opportunities for undergraduate research positions, summer internships, or collaborative projects, I would love to hear from you!