( Socials )
(Focus)
(Publications)
03
2026
Paper title — replace with your first publication
2026
Paper title — replace with a workshop or conference paper
2025
Paper title — replace with a technical report
(Research projects)
05
2026 —
Flow-state modeling for a Cognitive Performance OS
Applied research on flow-state modeling and closed-loop neurostimulation, grounded in Csikszentmihalyi's Flow Theory. Statistical models for skill decay, exponential moving average mastery estimation, and flow-channel classification from behavioral data.
2024 — 2026
Contextual memory for an AI wearable
Kenesis Vision: a lightweight AI smartglass for real-time scene understanding, navigation and memory recall, with a hybrid edge-cloud engine for low-connectivity use, extended into a modular API layer for reasoning and episodic memory.
2024
Skeletal bone-age estimation from pediatric hand radiographs
An end-to-end CNN pipeline for bone-age estimation, deployed with MONAI Label and 3D Slicer and validated on-site at Egmore Children's Hospital against live clinical X-rays and radiologist assessments.
2024
Automated bus scheduling and route optimization
Adaptive Large Neighbourhood Search for driver duty scheduling, LSTM models for passenger flow and arrival-time prediction, and GIS-based route optimization for Delhi Transport Corporation.
2024
Plant health from bioelectrical signals
Classifying plant bioelectrical signals into healthy or stressed and hydrated or dehydrated states, using a Bio Amp ExG Pill, Arduino, BrainBay and Azure Machine Learning.
(Reading list)
07
Papers by other authors that shaped this work.
2017
Attention Is All You Need
2016
Deep Residual Learning for Image Recognition
2015
U-Net: Convolutional Networks for Biomedical Image Segmentation
2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
2021
Learning Transferable Visual Models From Natural Language Supervision
2020
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2022
MONAI: An open-source framework for deep learning in healthcare