Career Journey

Professional
Experience

Building AI-powered security solutions, SIEM integrations, and scalable systems with expertise in machine learning and cybersecurity

3+
Years
2
Companies
2
Publications
Timeline

Work History

Security Engineer

Cyber Silo
Aug 2023 - Present Full-time

Architect and develop AI-powered security solutions that transform how SOC teams detect and respond to threats. Lead initiatives in conversational AI for security operations and anomaly detection systems.

Key Achievements

  • 🤖 SOC-AI Platform: Designed conversational AI system with LangChain and FastAPI enabling natural language security queries and automated threat analysis
  • 🤖 Built multi-layer architecture with Orchestration, Reasoning, Tools, and Memory layers for intelligent security workflows
  • 🔍 ML-Based Anomaly Detection: Developed autoencoder-based models for detecting unusual login patterns and network anomalies in real-time
  • 🎯 Advanced Security Automation: Extended Wazuh SIEM with ML-powered threat correlation and intelligent alerting system
  • 🔬 Research Integration: Applied federated learning principles and Byzantine-robust aggregation to distributed security monitoring
  • 📊 Impact: Reduced mean time to threat investigation, improved anomaly detection accuracy, enabled SOC teams to scale operations
Technologies
PythonTensorFlowPyTorchLangChainFastAPIScikit-learnWazuhDockerElasticsearchPostgreSQLBashAngular

Python Developer

Cyber Silo
Mar 2022 - Aug 2023 Full-time

Developed Python-based security automation and SIEM integrations for the ThreadHawk Security Platform, focusing on extending Wazuh open-source SIEM capabilities.

Key Achievements

  • Built Python APIs interfacing with Wazuh backend for custom security workflows
  • Created Angular-based dashboards for security event visualization
  • Developed batch scripts and automation tools for security operations
  • Implemented custom detection rules and active response integrations
  • Simplified Wazuh deployment and configuration for security teams
  • Impact: Enabled security teams to use enterprise-grade SIEM capabilities without requiring deep Wazuh expertise
Technologies
PythonFastAPIWazuh SIEMAngularBashElasticsearchPostgreSQLDockerLinux

Web and App Developer

HTML5 Solutions
Dec 2021 - Feb 2022 Full-time

Developed cross-platform mobile and web applications during undergraduate studies, building foundational skills in full-stack development.

Key Achievements

  • Built Flutter-based mobile applications with Firebase backend integration
  • Developed Python APIs for backend services
  • Implemented real-time data synchronization and RESTful API integrations
  • Created responsive web interfaces and mobile app UI/UX
Technologies
FlutterDartPythonFirebaseREST APIsMobile Development
Expertise

Skills & Technologies

Security & SIEM

Wazuh SIEM SOC Automation Threat Detection Anomaly Detection Security Analytics Threat Correlation

AI & Machine Learning

TensorFlow PyTorch LangChain Scikit-learn Federated Learning Byzantine Robustness

Backend & Databases

Python FastAPI Angular PostgreSQL Elasticsearch REST APIs

DevOps & Tools

Docker Linux Bash Firebase Flutter Mobile Dev