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Insiyah Bhatia

Cybersecurity & AI Student
SECURITY AI/ML SIEM/SOC
Profile Summary

Hi, I am Insiyah! I got into cybersecurity for the same reason most people fall into rabbit holes online: curiosity.

One minute I was learning how systems work, the next I was awake at 2am debugging something I probably should've stopped touching hours ago. I enjoy building things, breaking them safely, and figuring out how to make them stronger. Usually somewhere between AI, security research, and “this sounded fun at the time.”

projects
capabilities.sys
Languages & Frameworks
Python, TypeScript, JavaScript, React Native (Expo), Node.js / Express, Flask, HTML, CSS
AI / ML & Detection
Stacking Ensembles (XGBoost, LightGBM, CatBoost), CNN, ResNet-50, Random Forest, TF-IDF, Feature Engineering, Sigma Rules, YARA
SIEM & Security Operations
Splunk SPL, KQL (Elastic), Windows Event Logs, Sysmon, MITRE ATT&CK, Threat Hunting, Log Analysis, Dashboarding
Offensive Security & Forensics
Nmap, Metasploit, Wireshark, Impacket, BloodHound, Active Directory, Kerberos, RBCD, FTK Imager, Volatility
Data & Big Data
Hadoop, Apache Spark (MLlib), PostgreSQL, Docker, Jupyter Notebooks, pandas, NumPy
portfolio_stats
Portfolio Dashboard
8
GitHub Repos
4
Certifications
8
Active Projects
Technical Proficiency
AI / Machine Learning92%
Full-Stack Development88%
Cybersecurity / SOC85%
Data Engineering84%
Recent Activity
[NEW] Enterprise SIEM Lab — Splunk + Windows AD log monitoring & dashboards
[NEW] Phishing URL Detection — Stacking ensemble (XGBoost + LightGBM + CatBoost) at 95% accuracy
[UPD] Elastic Stack SOC — Added VPN monitoring case study
[REL] FullStack Analytics Platform — Dockerized with ML pipeline
terminal
┌──(insiyah㉿kali)-[~]
└─$
resume.pdf
Experience
Cybersecurity Intern
Claidroid Technologies Pvt. Ltd.
Jun 2025 – Jul 2025
  • Built a data pipeline merging 747,000+ records from three raw datasets into a single, clean schema. Engineered 151 features and used SMOTETomek resampling to fix severe class imbalance.
  • Trained and validated a model on the processed data, reaching 95% accuracy, and deployed it through a REST API with batch and health check routes.
Kali Linux Metasploit Wireshark FTK Imager Volatility
Joint Public Relations Officer
Society for Data Science (S4DS), KJSIT
Jan 2025 – Present
  • Organized KnowCode 3.0, a 36-hour hackathon with 100+ participants, coordinating logistics, communications, and cross-team scheduling.
Education
B.Tech, Artificial Intelligence & Data Science
K. J. Somaiya Institute of Technology
2023 – 2027
  • Honors Specialization: Cybersecurity
  • Focusing on machine learning, big data, and building AI-driven systems.
↓ Open Full Resume.PDF
mini_projects.bin
Interactive Lab / Mini Projects
Tic-Tac-Toe
4x4 Tic-Tac-Toe Game

Interactive web app with multiplayer and AI-powered single-player modes. Features strategic hard-mode AI, win-condition evaluation, and persistent player preferences via LocalStorage.

TECH: HTML, CSS, JavaScript
Pomodoro
Aha Tamatar! (Pomodoro Timer)

Productivity-focused desktop timer application with custom UI/UX enhancements and timer-based task management features.

TECH: Java Swing
Hangman
Hangman GUI Game

Interactive Hangman game featuring graphical UI components, robust game logic, and enhanced user interaction feedback.

TECH: Python
cyber_toolkit.lab
Cybersecurity Toolkit & Labs

Hands-on experience with cybersecurity, digital forensics, and network analysis tools through practical labs and investigative workflows.

RECON & ENUM
Dmitry / Kali Linux
WHOIS lookup, subdomain enumeration, and penetration testing lab setups.
NETWORK ANALYSIS
Wireshark / TCPDump / Ettercap
Packet inspection, protocol analysis, and MITM/ARP poisoning simulations.
EXPLOITATION
Metasploit Framework
Vulnerability testing and payload exploration in controlled lab environments.
FORENSICS & INCIDENT RESPONSE
FTK Imager / Autopsy / Volatility
Disk imaging, RAM analysis, and artifact investigation for evidence preservation.
DATA RECOVERY & INTEGRITY
Foremost / Hashdeep / Bulk Extractor
File carving, integrity verification (hashing), and metadata extraction.
PASSWORD AUDITING
John the Ripper
Hash analysis and dictionary/brute-force attack concepts.
Domains Explored
OSINT ETHICAL_HACKING PACKET_ANALYSIS RAM_FORENSICS MALWARE_ANALYSIS
certificates.sys
Professional Certifications
TryHackMe — AI Security Level 1 Path
SOC Apprentice · Top 20%
2025
Developing Ethical Hacking Tools with Python
LinkedIn Learning
2025
Career Essentials in Cybersecurity
Microsoft & LinkedIn
2024
Introduction to Cybersecurity
Infosys Springboard
2025
secure_mail

Let's Connect

Whether you have a question, a project idea, or just want to say hi, my inbox is always open.

Or reach out directly:
Email GitHub LinkedIn
whoami.txt
avatar

Insiyah Bhatia

AI & Data Science Engineer

Hi, I am Insiyah! I got into cybersecurity for the same reason most people fall into rabbit holes online: curiosity.

One minute I was learning how systems work, the next I was awake at 2am debugging something I probably should've stopped touching hours ago. I enjoy building things, breaking them safely, and figuring out how to make them stronger. Usually somewhere between AI, security research, and “this sounded fun at the time.”

AI/ML FULLSTACK BACKEND
capabilities.sys
Languages & Frameworks
Python, TypeScript, JavaScript, React Native (Expo), Node.js / Express, Flask, HTML, CSS
AI / ML & Detection
Stacking Ensembles (XGBoost, LightGBM, CatBoost), CNN, ResNet-50, Random Forest, TF-IDF, Sigma Rules, YARA
SIEM & Security Operations
Splunk SPL, KQL (Elastic), Windows Event Logs, Sysmon, MITRE ATT&CK, Threat Hunting, Log Analysis
Offensive Security
Nmap, Metasploit, Wireshark, Impacket, BloodHound, Active Directory, Kerberos, RBCD
projects
resume.pdf
Cybersecurity Intern
Claidroid Technologies Pvt. Ltd. · Jun – Jul 2025
  • Built data pipeline merging 747K+ records, engineered 151 features, SMOTETomek resampling.
  • Trained model to 95% accuracy, deployed via REST API with batch and health check routes.
Joint PRO, S4DS KJSIT
Jan 2025 – Present
  • Organized KnowCode 3.0 — 36-hour hackathon, 100+ participants.
B.Tech, AI & Data Science
K. J. Somaiya Institute of Technology · 2023 – 2027
  • Honors Specialization: Cybersecurity
Download Full CV
secure_mail

Let's Connect

Whether you have a question, a project idea, or just want to say hi, my inbox is always open.

Or reach out directly:
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insiyah
insiyah@kali
Cybersecurity & ML
Threat Intel AgentPython
Phishing Email AnalyzerReact
Phishing URL DetectionFlask
Security Labs
AD RBCD LabImpacket
Enterprise SIEM LabSplunk
Elastic Stack SOCKQL
Splunk Detection LabSPL
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FullStack AnalyticsPython
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