Projects

Threat Intelligence Assistant (RAG + OSINT)

Built a Retrieval-Augmented Generation web application that enriches threat indicators (IPs, domains, file hashes) using OSINT sources and produces automated intelligence summaries.

• Integrated OSINT APIs (AbuseIPDB, AlienVault OTX) for multi-source enrichment.
• Generated structured, automated intelligence reports and risk summaries.
• Designed for quick analyst workflows (input → enrichment → summary).

Behavior-Based HIDS Using eBPF & LSTM

Developed a Linux host intrusion detection system leveraging eBPF for real-time event tracing and an LSTM model to detect anomalous process behaviors and potential threats.

• Implemented kernel-level telemetry collection for efficient real-time monitoring.
• Built an LSTM-based model to identify abnormal behavior patterns.
• Focused on performance, low overhead, and actionable detection signals.

Applied Data Analysis & Visualization

End-to-end data analysis on multiple datasets, including preprocessing, cleaning, validation, exploratory analysis, and stakeholder-ready visualizations.

• Performed trend, distribution, correlation, and outlier analysis to identify key business findings.
• Created charts and summaries to communicate insights to non-technical audiences.
• Built reusable analysis workflows with Pandas/NumPy/Matplotlib.

Technology Trends Dashboard (IBM Cognos Analytics)

Designed an interactive multi-tab dashboard analyzing technology usage trends, future adoption patterns, and demographic distributions.

• Transformed raw survey data into decision-ready visual insights.
• Built multiple dashboard tabs to answer key stakeholder questions.
• Applied data storytelling for clear executive communication.