Pratik Patil

Bachelor of Technology in Computer Engineering · CGPA: 8.6/10 · Pune, India

Coursework: Cyber Security, Computational Science, Electronics Engineering, Computer Architecture and Organization, Artificial Intelligence, Machine Learning

• Building AI agents and automation — LLM tooling, workflows that keep running when things fail
• Transitioned to full-time after completing the IT internship program

• Developed AI agents using LangGraph to analyze ServiceNow data and automate enterprise workflows, enabling structured, context-aware decision-making
• Built an AI-driven ticket prioritization agent that analyzed business-critical ServiceNow tickets and prioritized them using a decision matrix based on urgency, business impact, and criticality
• Developed an AI agent for regional business intelligence that analyzed current business data and generated concise summarized reports highlighting key business conditions and insights
• Built a team research tracker agent to monitor individual research activity, consolidate research progress, and provide visibility into team-level research contributions
• Designed agentic workflows for enterprise data analysis, prioritization, reporting, and research tracking using Python, LangGraph, LLMs, and ServiceNow data

• Architected and developed a Retrieval-Augmented Generation (RAG) application from scratch on Databricks to deliver context-aware responses for user-centric AI workflows
• Optimized the retrieval and inference pipeline, reducing response latency by 50% and improving overall system efficiency
• Implemented data cleaning, preprocessing, and document standardization techniques to improve retrieval precision and response relevance
• Applied prompt engineering techniques to improve response quality, contextual grounding, and overall user experience
• Built an end-to-end data pipeline for ingestion, transformation, indexing, and retrieval, enabling scalable and reliable AI application performance

• Developed an autonomous cybersecurity framework leveraging multi-agent AI for real-time offensive security operations
• Implemented Model Context Protocol (MCP)-driven task execution using LangGraph, enabling dynamic agentic attack workflows
• Integrated 50+ cybersecurity tools across reconnaissance, exploitation, and post-exploitation phases
• Built short-term and long-term memory, human-in-the-loop workflows, and interrupt controls for flexible agent behavior
• Enabled secure execution pipelines with custom tool integration and dynamic model and provider switching

• Built multiple real-world embedded systems using Arduino, ESP32, NodeMCU, ATtiny85, and Raspberry Pi 4B
• Developed a WiFi and Bluetooth jammer using ESP32 to demonstrate wireless packet injection and jamming techniques for ethical security testing
• Created a Wireless Rubber Ducky using ATtiny85 to emulate HID keystrokes and deliver custom payloads wirelessly over NodeMCU
• Designed a Raspberry Pi-based flight computer to capture and visualize real-time telemetry using NeoGSM, BMP280, MPU-6050, Python, and sensor interfaces

• Led technical and organizational teams of 60+ members to plan and execute cybersecurity initiatives, technical workshops, and large-scale community events
• Organized VishwaCTF’24, a 48-hour global Capture-The-Flag competition with 3,000+ participants from 100+ countries, 40 challenges, and 1,500+ tickets solved
• Facilitated cybersecurity workshops for 300+ attendees covering emerging security trends, ethical hacking, web security, and practical attack-defense techniques
• Designed and developed the VishwaCTF’24 website using Next.js, Hono, and JavaScript, and implemented CI/CD workflows using Jenkins, Docker, and DigitalOcean
• Developed hands-on cybersecurity challenges covering digital forensics, browser forensics, OS command injection, and API vulnerabilities
• Conducted practical sessions on IoT security using ESP32, ESP8266, and ATtiny85, along with Jenkins, Kubernetes, and Docker
• Onboarded industry sponsors including TryHackMe, LetsDefend, Traboda, BurpBounty, and QuickHeal for VishwaCTF’24

• Gained deep insights into cloud security through over 10 sessions covering AWS security services, identity management, and the shift from monolithic to microservices architecture within AWS

• Presented on cybersecurity to an audience of over 500 participants, covering identity, access control, incident response, network security, and governance, with practical strategies like MFA and RBAC
• Organized and co-led 4 workshops on web security and ethical hacking, each hosting 100 participants for hands-on experience

• Applied knowledge of integrating Docker and Kubernetes into CI/CD, leading to faster, more reliable software delivery cycles and improved development velocity