Researcher & Builder at the edge of
Explainable AI · Quantum ML · Systems
I'm a third-year CS student at IIT Palakkad (CGPA 9.38) with a deep interest in making AI systems both powerful and interpretable. My work spans from low-level compilers and cryptography to quantum-enhanced neural networks and cognitive education tools.
I thrive at the boundary between theory and engineering — building things that not only work, but can be understood and trusted.
Desktop application for deep learning interpretability — integrates CAM, LIME, and SHAP into a unified visual framework. Built at DRDO for defence AI auditing.
Cognitive learning platform studying how children conceptualise physics. Motion-based interactive tools built in collaboration with TIFR researchers.
Novel quantum-enhanced link prediction model using Adaptive Amplitude Embedding with Temporal GNN architecture for complex graph networks.
Full implementation of the NewHope lattice-based key exchange protocol — cryptographic security hardened against quantum adversaries.
XRF spectroscopy data pipeline on Chandrayaan mission data. Calculates elemental line ratios and renders an interactive lunar albedo visualisation.
Real-time ground station control system for a competition rocket. Receives and visualises telemetry data via a Python GUI built with PyQt5, Arduino, and XBee radio.
End-to-end compiler for the Tiger language in OCaml — lexer, parser, type-checker, IR lowering, and full MIPS assembly codegen.
Full-stack multiplayer chess with real-time gameplay, move validation, persistent game state, and a clean responsive UI.
ML pipeline classifying stars, galaxies, and quasars from photometric and spectroscopic features using SDSS astronomical data.
CNN diagnostic tool for chest X-ray analysis — identifying pulmonary anomalies with high sensitivity using deep convolutional features.
Secure local-network P2P file sharing and messaging — zero cloud dependency, encrypted end-to-end communication over LAN.
Voice-controlled automation hub bridging Arduino hardware with a web interface — hands-free device and script control via natural speech.
Real-world Chrome Dino via OpenCV pose detection — your body becomes the controller. Jump in real life, the dinosaur jumps on screen.
Interactive travel and exploration website with curated destination guides, immersive visuals, and a discovery-focused user experience.
This section will be updated with publications as they are released.
Presents a chained embodied learning system that helps students transition from proportion to slope and rate of change through coordinated physical interaction, spatial reasoning, and graphical understanding.
Looking to connect on research projects, internships, or anything at the edge of AI and systems. Reach out anytime.