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abayate/README.md

Hi, I'm AJ Bayate 👋

IT & Cybersecurity student @ Kean University ('27) · SOC & DFIR · NSF CAHSI undergraduate researcher · President of NextGen Cyber & VP of Kean ACM

🎯 Seeking Summer 2027 cybersecurity internships (SOC, detection engineering, DFIR, cloud security)

LinkedIn Email Resume


🎓 Right now

  • B.S. Information Technology, Cybersecurity concentration, Kean University. GPA 3.9, graduating May 2027
  • Cybersecurity Analyst @ Digital Team Six (Jan 2026–present): triage 250+ alerts a week on an AI-assisted investigation platform, enrich IOCs, and tune alerts
  • Digital Forensics Incident Response Investigator @ Bytehounds LLC (Apr 2024–present): device imaging, sign-in log analysis, chain of custody, and MITRE ATT&CK mapping
  • First-author researcher, NSF CAHSI LREU (abstract at GMiS 2026): testing whether LLMs actually compute ciphers or just pattern-match
  • Organizer, KeanUHackThis hackathon · CTFs and mentoring through Kean ACM, NextGen Cyber, and WiCyS
  • 📜 Google Cybersecurity Certificate · Computer Forensics Specialization · studying for Security+ (SY0-701) and Network+ (N10-009)

🛠️ Featured projects

Project What it is Stack
🤖 ACM Job Radar Serverless Discord bot that posts ~100 CS/IT internships and new-grad roles a day for Kean ACM, routed by degree level Python · GitHub Actions · Discord webhooks
🔬 LLMs vs. Cryptography 600-case NSF-funded study of Claude Sonnet 4.6: fixed-shift Caesar solved 38/40 in English but 0/40 on pseudowords, evidence of pattern-matching over computation Python · React · experiment design
🚨 Python IDS Live packet-capture IDS: SYN-flood and port-scan signatures plus IsolationForest anomaly detection Python · Scapy · scikit-learn
🎣 PhishGuard Full-stack phishing email scanner with risk scores, evidence, incident triage, and a retraining loop FastAPI · scikit-learn · React
☁️ AWS Cloud SOC Lab Exposed EC2 target monitored by GuardDuty. 364 findings triaged in Security Hub AWS · GuardDuty · Security Hub
🌍 Azure Sentinel SIEM Geolocates failed RDP logons with PowerShell and maps attacks live with KQL workbooks Azure · Sentinel · KQL · PowerShell
More projects
  • 🔐 Password Breach Detection: checks passwords against Have I Been Pwned using k-anonymity
  • 🏢 Active Directory Homelab: Windows Server DC, DNS/DHCP, RAS/NAT, PowerShell user provisioning
  • 📹 AI Surveillance Lab: rack build, PoE, NVR, and AI-tracking IP cameras
  • 🏆 PhishBait: KeanUHackThis 2025 phishing-awareness chatbot (React + Vite)
  • 🌱 EarthWise: Princeton hackathon 2025 team project, an AI sustainability coach
  • ⏱️ Time Clock: iPhone clock-in app that generates Word/PDF invoices

Investigations (write-ups coming soon): endpoint compromise and ransomware forensics (Procmon, PowerShell logs, WMI) · email and network forensics of a BEC case (Wireshark: SMTP, DNS, DHCP) · Snort IDS in Docker · pfSense + Splunk monitoring lab


🧰 Toolkit

Skills

Area Tools
SecOps & threat intel Splunk · Microsoft Sentinel · M365 Defender · Check Point Harmony · VirusTotal · AbuseIPDB · OTX
DFIR Magnet AXIOM · Cellebrite UFED · Procmon · Windows Event Logs · WMI · chain of custody
Network Wireshark · Snort · Scapy · pfSense · network segmentation
Cloud AWS (EC2, GuardDuty, Security Hub) · Azure (Log Analytics, Sentinel)
Frameworks MITRE ATT&CK · NIST CSF · incident classification and escalation
Code Python · PowerShell · Bash · SQL · KQL · JavaScript

Always happy to talk security, research, or hackathons. Reach out!

Pinned Loading

  1. EarthWise-Princeton-Hackathon EarthWise-Princeton-Hackathon Public

    Forked from dannyg26/EarthWise-Princeton-Hackathon

    EarthWise (Princeton hackathon 2025): AI coach that turns purchase data into personalized sustainability and wellness habits

    TypeScript

  2. python-intrusion-detection python-intrusion-detection Public

    Python IDS: live packet capture with Scapy, signature detection (SYN flood, port scan), and IsolationForest anomaly detection

    Python

  3. AWS-SOC-LAB AWS-SOC-LAB Public

    Cloud SOC lab on AWS: an exposed EC2 instance monitored with GuardDuty, with findings aggregated in Security Hub