- 🔭 Focus areas: AI for Security, VoIP fraud, malware classification, DNS anomaly detection, OSINT tooling, neural cryptanalysis
- 📂 Projects: 6+ security dashboards / consoles (VoIP, malware, DNS, OSINT, study assistant, second brain)
- 🧪 Research: CNN-based bit prediction & neural differential cryptanalysis on lightweight block ciphers
- 💻 Comfort zone: *Python • ML backends • Flask • Azure Services *
- 🛡 Security themes: VoIP | DNS | OSINT | threat intelligence
- 🎓 3rd-year B.Tech in Computer Science (Cyber Security) @ Amrita Vishwa Vidyapeetham (CGPA: 9.12/10)
- 🎓 Diploma in Data Science & Programming @ IIT Madras (Online)
- 🔐 Into VoIP security, malware analysis, DNS anomaly detection, OSINT, and lightweight block cipher cryptanalysis
- 🤖 Building ML-driven security systems: CNNs for bit prediction, neural distinguishers, anomaly detectors
- 🛠 Currently: IPTIF AGNI UG Fellow @ IIT Palakkad, working on CNN-based bit prediction on SPECK32/64
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📞 EchoShield – VoIP Security & Intelligence Dashboard
- Dashboard for SIP/RTP traffic, speech recognition, speaker diarization, spoof detection, and spam IP tracking for real-time call risk scoring.
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🧬 Malware Classification via Assembly Instructions – Analyst Console
- Web console to upload samples, run opcode/inst–based ML classification, and view SHAP-driven explanations for malware family decisions.
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🌐 Real-time DNS Anomaly Detection – Network Monitoring Dashboard
- Live DNS monitoring dashboard using Scapy sniffing, entropy/structure features, and Isolation Forest to surface suspected DGA/tunneling activity.
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🔍 CALLGraph OSINT – Incident Investigation Console
- Investigation dashboard that correlates SIP logs, PCAPs, and IP/domain intel APIs into a single triage view for analysts.
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📚 EduBotAI+ – Study Assistant Dashboard on Azure
- Web interface on Azure where students can chat with an AI tutor, manage notes, and query course material using LLMs and vector search.
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🧠 SecondBrain – Developer Knowledge Base Dashboard
- Personal “second brain” dashboard built with FastAPI and Supabase for QA, embedding search, similarity lookup, and chatbot-style exploration of notes and docs.
(Some repos are private; ping me on LinkedIn if you want to talk about the internals.)
- 💻 Languages: Python, C/C++, JavaScript, SQL
- 🧮 ML / AI: TensorFlow, Scikit-learn, XGBoost, SHAP, Ray
- 🔐 Security: VoIP security, honeypots, KF sensors, Wireshark, RTP analysis, threat intel, OSINT
- 🗄 Databases: PostgreSQL, MongoDB, MySQL
- 🌐 Web / Backend: Flask, FastAPI, REST APIs, React, Supabase
- ☁️ Cloud & Azure: Azure App Service, Azure Functions, Azure Cognitive Services, Azure Storage, Azure Monitor