NODE / 01
Fractal
Research Associate · QuantumAI Lab
Project Intern from Dec 2024; full-time since Jul 2025.
01 / STATE SPACE
A research programme, not a keyword list.
Hover the map. The same profile spans quantum reservoirs, scientific learning, feedback control, hybrid quantum systems, policy and finance—but the edges show how those directions connect.
02 / PROGRAMMES
Learn. Control. Translate. Decide.
Four lenses organize the work without pretending every direction has equal maturity.
03 / LIVE RESERVOIR
The website runs a reservoir.
A small browser-side echo-state system evolves below. Change the input, memory, coupling and noise. Only the readout is observed—the same basic separation between dynamical substrate and lightweight readout that motivates reservoir computing.
0.000mean |state|
0.000state energy
0.000readout
input u(t)
reservoir network
internal state trace
linear readout
04 / PUBLIC OUTPUTS
Evidence, not decoration.
Published, accepted and openly available work only. Confidential and under-review manuscripts are intentionally absent.
05 / TRAJECTORY
From instruments to quantum intelligence.
Research internships, industry labs, project-based academic collaboration, policy work and mentorship overlap rather than forming a single straight line.
06 / CURRENT NODES
Where the work lives now.
NODE / 02
Purdue / CLAN
Project-based Visiting Research Fellow / research collaboration in quantum neuromorphic computing and QML.
NODE / 03
QETCI
Volunteer Policy Researcher · Indian quantum ecosystem, states, value chains and technology strategy.
NODE / 04
QWorld
QIntern Lead Intern 2025 → Mentor 2026 across QRC and quantum-network optimization projects.