I’m a cybersecurity-focused engineer who designs and builds intelligent systems at the intersection of security operations, machine learning, and scalable software.
- 🛡️ Core Domain: Cybersecurity (Threat Detection, OS Telemetry, Detection Engineering)
- 🤖 Applied AI/ML: Federated learning, CLIP-based retrieval, model-driven detection
- 🌐 Engineering Stack: MERN + FastAPI + automation pipelines
- ⚙️ Execution Style: Research-backed implementation with production-oriented thinking
focus_areas:
- AI-driven Threat Detection
- Federated Security Analytics
- Full-Stack Security Products
- Workflow Automation
currently_building:
- Privilege Escalation & Lateral Movement Detection Pipelines
- Video + Text RAG Systems
- Intelligent dashboards and operational tooling| Domain | Expertise |
|---|---|
| Cybersecurity | Privilege escalation detection, lateral movement analysis, benign/malicious behavior modeling |
| AI/ML for Security | Federated learning workflows, telemetry feature engineering, secure ML experimentation |
| RAG & Multimodal Systems | CLIP-powered video/text retrieval and Gemini-assisted intelligence workflows |
| Full-Stack Development | MERN architecture, API development (FastAPI/Node), UI-driven operational platforms |
| Automation Engineering | n8n + Python + Google ecosystem integrations for repeatable operations |
- Federated Privilege Escalation Detection using host telemetry and distributed model updates
- Lateral Movement Detection Engine with behavior-based ML modeling
- Benign OS Activity Classifier from system log intelligence
- Video + Text RAG Pipeline using CLIP embeddings + Gemini reasoning
- Context-aware retrieval workflows for high-signal insights from multimodal data
- MERN dashboards for security insights and workflow visibility
- FastAPI-backed services for model integration and data orchestration
- Automation pipelines for attendance and routine operations with n8n
I’m open to impactful work in:
- AI-powered security products
- Threat detection research
- ML-backed cybersecurity automation
- Full-stack systems with real-world utility
