Open to Opportunities · 2026
MSc AI · NCI Dublin

Sangamesh Girish
Dandin.

MSc AINCI Dublin
IEEEPublished
PNPTCandidate
Bugcrowdn0xvector

I build intelligent systems that find, fight, and fix threats — where machine learning meets offensive security.

View Projects → Email Me Download Resume
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About

01

I'm an MSc AI student at National College of Ireland, Dublin, working at the intersection of machine learning and cybersecurity. My work focuses on building systems that are not just intelligent — but defensively aware.

From multi-LLM prompt injection defenses to malware classifiers, I ship full-stack AI products with real security applications. I hold a PNPT candidacy through TCM Security and actively hunt bugs on Bugcrowd as n0xvector.

Featured Build: TriageAI

I believe the best security tools are built by people who understand both the attack and the model. That's the space I live in.

IEEE Publication
AlertSphere: Alerting About Disasters and Ensuring Safety Using AI
ICAMIDA 2025 · Aurangabad, India · DOI →
0
AI Security Projects
IEEE
Published Author
PNPT
In Progress
MSc AI
NCI Dublin

Skills

02
Core Stack Python FastAPI React Docker Pentesting Nmap
AI & Machine Learning
Python TensorFlow PyTorch Scikit-learn Computer Vision LSTM SHAP FastAPI Groq API
Security Concepts
Penetration Testing CVE Analysis CVSS Scoring Vulnerability Assessment
Security Tools
Nmap MITRE ATT&CK
Dev & Cloud
React Docker Git AWS (EC2/S3/IAM/VPC) PostgreSQL MySQL Bash/Shell Linux Supabase Netlify

Projects

03
Featured Security Builds

Case-study style previews for the strongest AI and security work.

🛡️
In Progress
TriageAI dashboard preview
MITRE ATT&CK Mapped
TriageAI
LLM-powered SOC alert triage engine with MITRE ATT&CK mapping
Ingests SIEM alerts, deduplicates via FAISS, and scores with Groq llama-3.3-70b. Dashboard built with React/Vite/FastAPI. Targeting Dublin-based security companies.
ProblemNoisy SOC alerts
Built withReact, FastAPI, FAISS
ResultPrioritized triage queue
LLMFAISSMITREGroq
View Project Repo Coming Soon
🤖
Completed
RedTeam Copilot pipeline preview
4-Stage Pipeline
RedTeam Copilot AI
Agentic pentesting assistant with 4-stage LLM pipeline
Autonomous red team assistant running OSINT → Port Scan → CVE Match → Report pipeline. Generates dark-themed PDF pentest reports automatically.
ProblemManual recon reports
Built withLLM agents, FastAPI
ResultPDF pentest reports
Agentic AIFastAPIGroqCVE
View Project GitHub →
🛡️
Completed
ZeroInject Shield pipeline
6-Stage Zero-Trust
ZeroInject Shield
Multi-LLM ensemble defense against prompt injection attacks
A 4-stage multi-agent pipeline using consensus voting across multiple LLMs. Built with FastAPI, React, and Groq API — targets SaaS and small business LLM deployments.
ProblemPrompt injection risk
Built withReact, Groq, FastAPI
ResultConsensus threat verdicts
LLM Security FastAPI React Groq API
View Project GitHub →
🔍
Completed
ByteHunter model results
89.67% Accuracy
ByteHunter
Dual-model malware classification with SHAP explainability
LightGBM on EMBER 2018 (89.67% accuracy) for threat scoring + XGBoost on Microsoft BIG-2015 for family classification. Full React/Vite/FastAPI stack.
ProblemMalware classification
Built withLightGBM, XGBoost
Result89.67% accuracy
LightGBM XGBoost SHAP Docker
View Project GitHub →
🎣
Completed
SpearSim dashboard preview
GDPR-Compliant
SpearSim
AI-powered phishing simulation platform with live tracking & awareness training
LLM-generated spear phishing emails per employee role, real-time click/credential tracking, post-phish awareness quiz, AI remediation advice, and a full GDPR compliance gate with signed authorization PDF.
ProblemHuman phishing risk
Built withReact, FastAPI, Groq
ResultEnd-to-end simulation
LLM FastAPI React Supabase GDPR SendGrid
View Project GitHub →
📧
Completed
MailGuard AI Gmail extension
72% Acc · 84% Precision
MailGuard AI
Email impersonation detection with SPF/DKIM/DMARC validation
ProblemEmail impersonation
Built withNLP, Chrome Extension
Result72% accuracy · 84% precision
NLP Stylometry SPF/DKIM/DMARC Chrome Extension
View Project Repo Coming Soon
Project Index

Compact supporting builds and experiments.

🛡️
ZeroTrace AI threat intelligence
ZeroTrace AI
Threat intelligence with exploit prediction
Full-stack threat intel platform ingesting CVEs from NVD, CISA KEV, and ExploitDB with XGBoost exploit prediction and FAISS vector search.
Built withXGBoost, FAISS
ResultExploit risk ranking
XGBoostFAISSCVE
View Project Repo Coming Soon
🛡️
Predictive Patch Scheduler dashboard
Predictive Patch Scheduler
ML-driven patch automation
Processes 500+ CVE records with CVSS-based risk scoring, improving patch prioritization accuracy by ~35% over manual methods.
Built withRandom Forest, FastAPI
ResultPatch priority scoring
Random ForestFastAPICVSS
View Project GitHub →
🔍
VulnXploit terminal output
VulnXploit Scanner
Web vulnerability scanner
Automated port scanning across 65,000+ ports with real-time CVE matching and PoC exploit generation, cutting manual assessment time by ~60%.
Built withPython, Flask, Nmap
ResultWeb risk discovery
PythonFlaskNmap
View Project GitHub →

Blog

04
ZeroInject Shield ↗

Prompt Injection Is the New SQL Injection — Here's the System We Built to Stop It

dev.to Read Article

Certifications

05
PNPT – Practical Network Penetration Tester
TCM Security
In Progress
CompTIA Network+ (N10-008)
CompTIA
Completed
AWS Academy Graduate – Cloud Architecting
Amazon Web Services
Completed
Tata Cybersecurity Analyst Job Simulation
Tata Group / Forage
Completed

Experience & Education

06
Experience & Leadership
2023
Data Science Intern
CodeClause · Remote
  • Built Image Caption Generator using CNN + RNN with TensorFlow & NLTK
  • Developed Loan Status Prediction with 5 ML models, deployed via Tkinter GUI
Jan 2024 – Jul 2025
Vice President
ACM NMIT
Led 10+ workshops · 200+ participants
Nov 2023 – Jul 2025
Vice Secretary
IEEE CIS NMIT
Grew chapter membership by 30%
Dec 2023 – Jul 2025
Executive Committee Member
IEEE NMIT Student Branch
Organized 6+ research seminars on AI & embedded systems
Education
Jan 2026 – Jan 2027
MSc in Artificial Intelligence
National College of Ireland · Dublin
Expected graduation
Feb 2023 – Oct 2025
B.E. in AI and Data Science
Nitte Meenakshi Institute of Technology · Bengaluru
CGPA: 7.49 / 10
Aug 2019 – Aug 2022
Diploma in Computer Science
N.V. Polytechnic College · Kalaburagi
80%

Let's Connect

07

Building something at the edge of AI and security?

Whether you're hiring for an internship, have a project worth fighting over, or just want to talk about breaking things intelligently — I'm genuinely interested.

Download
Sangamesh_Dandin_Resume.pdf
Email
sangameshs2003@gmail.com
→
GitHub
github.com/Sangamesh-dev
→
LinkedIn
Sangamesh Girish Dandin
→
Bugcrowd
n0xvector
→
Location
Dublin, Ireland 🇮🇪
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