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Open to Opportunities · Bengaluru, India

Aditya Kolluru.

AI & Cybersecurity Enthusiast — Building intelligent
and secure digital solutions at the intersection of
machine learning and information security.

View My Work Get In Touch
6+
Certifications
2+
Live Projects
5+
Job Simulations
01 — About Me

Building at the edge of AI & Security

I'm a B.Tech Information Science & Engineering student at MS Ramaiah University of Applied Sciences, passionate about building intelligent systems that are also deeply secure.

My work sits at the crossroads of machine learning, cybersecurity, and cloud infrastructure. From designing behaviour-based zero-day detectors with LSTM autoencoders to building conversational AI agents on IBM Watsonx — I love turning complex security problems into elegant technical solutions.

I've trained through hands-on simulations with Tata Group, Mastercard, Telstra, AIG, and Datacom, gaining real-world exposure to enterprise security operations and decision-making.

Python PyTorch LSTM / Transformers Threat Analysis IBM Watsonx Streamlit
// Licenses & Certifications
◈IBM SkillsBuild Cybersecurity Certificate
◈Google Cloud CyberSecurity Certificate
◈Introduction to Critical Infrastructure Protection (ICIP) — OPSWAT
◈AI Security and Governance — Securiti
◈AI Technical Practitioner — Cisco
◈Oracle AI Foundations Associate
02 — Skills

Technical Arsenal

Cybersecurity90%
Python88%
AI & LLM Integration85%
Incident Response82%
Log & Data Analysis80%
Vulnerability Management78%
Risk Assessment80%
Security Engineering76%
Cloud Infrastructure75%
// Tools & Platforms
Splunk Microsoft Defender Microsoft Sentinel IBM Watsonx Google Cloud PyTorch Streamlit LSTM / GRU Transformers Regex / NLP Time-Series Analysis Anomaly Detection
03 — Experience

Where I've Worked

June 2025 — August 2025
AI and Cloud Technologies Intern
IBM SkillsBuild Internship
  • Built a conversational assistant to answer admission-related queries using IBM Watsonx Assistant.
  • Simulated NLP intelligence using dialog design without external RAG or paid services.
  • Developed full dialog flows, intent recognition patterns, and response design for real-world Q&A scenarios.
IBM Watsonx Dialog Design NLP Simulation AI Agents
Ongoing
Cyber Security Analyst — Job Simulations
Forage (Tata · Mastercard · Telstra · AIG · Datacom)
  • Performed cyber risk assessment and threat & vulnerability analysis across multiple enterprise simulation tracks.
  • Hands-on with security incident response, identity & access management, and fraud detection concepts.
  • Produced security advisory reports and gained practical exposure to enterprise cybersecurity decision-making.
  • Completed simulations spanning sectors: banking, telecom, insurance, and data services.
Risk Assessment Incident Response IAM Threat Analysis Security Advisory
04 — Projects

Things I've Built

Project_01
Behaviour-First Zero-Day Detector (BFZDD)
A behaviour-based malware detection system that identifies zero-day threats using runtime telemetry instead of signatures.
Captures system behaviour — file ops, process actions, network events — as event sequences
LSTM, GRU, and Transformer autoencoders learn normal behaviour and flag anomalies
Full Streamlit dashboard with ROC/PR curves, explainability, and in-UI fine-tuning
Supports incremental learning, replay buffers, and adaptive thresholds
↗ GitHub ⬡ Live Demo
PyTorch LSTM Streamlit
Project_02
Cybersecurity Log Analyzer
A security analytics tool to detect threats from system and application logs in real time.
Detects Brute Force, SQL Injection, and DoS attacks using regex and time-series analysis
Interactive Streamlit UI for log upload, threat visualization, and alerts
Pattern-based rules tuned for common attack signatures in system/app logs
↗ GitHub
Python Streamlit Regex
Project_03
College Admission AI Agent
A conversational assistant built to answer admission-related queries using IBM Watsonx, simulating NLP intelligence through dialog design.
Built entirely on IBM Watsonx Assistant without external RAG or paid services
Full dialog design with intent recognition and context-aware response flows
Demonstrates practical enterprise AI agent architecture and NLP simulation
↗ GitHub
IBM Watsonx NLP Dialog Design
05 — Education

Academic Foundation

2023 — 2027
B.Tech in Information Science
and Engineering
M S Ramaiah University of Applied Sciences, Bengaluru
Information Security AI & Machine Learning Cloud Computing Data Structures Network Security
🎓
06 — Contact

Let's build something together

Whether it's a cybersecurity project, an AI integration challenge,
or just a great conversation — I'm always open to connecting.

✉
Email
adityakolluru2004@gmail.com
in
LinkedIn
aditya-kolluru-a04b0a36a
⌥
GitHub
AdityaK-gits
◎
Location
Bengaluru, Karnataka, India
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