Ongoing Projects

Qurator - Library Learning for Quantum Computer Engineering (QIA) (looking for collaborators)
Identification and generative synthesis of provable quantum accelerated kernels (looking for collaborators)
MLC4QC: Machine learning control of quantum computation on programmable matter (QML, QIA)
KANQOC - Kolmogorov Arnold Network for Quantum Optimal Control (QIndia)
CutQAS - Connectivity-aware Quantum Circuit Cutting via Reinforcement Learning based Quantum Architecture Search for Quantum Chemistry (QIndia)
Agent-based concept discovery of quantum error correction codes (QIndia, QML)
Resource modelling of distributed quantum computing using Petri nets (QIndia)
Enriching the expressive capabilities of quantum pulse languages (QML)
Q-NARR - Quantum Noise-Aware Routing with Reinforcement Learning (QML)

… interested in a research collaboration within the Quantum Intelligence Alliance team on related topics? Contact me over LinkedIn or email.

Past Projects

(in reverse chronological order) For a more updated list, check my Google Scholar profile.

Quantum circuit decompiler for scalable and explainable quantum architecture search (QIA ‘24)
Near-Term Spin-Qubit Architecture Design via Multipartite Maximally-Entangled States (QML ‘24)
LEGO HQEC: A Software Tool for Analyzing Holographic Quantum Codes (QML ‘24)
YAQQ: Yet Another Quantum Quantizer - Design Space Exploration of Quantum Gate Sets using Novelty Search (QIA, QML ‘24)
Quantum instruction set optimization using description complexity coding (QIA, QML, ‘24)
EO-GRAPE and EO-DRLPE: Open and Closed Loop Approaches for Energy Efficient Quantum Optimal Control (QML, ‘24)
KANQAS: Kolmogorov Arnold Network for Quantum Architecture Search (QIndia, ‘24)
Transformer Models for Quantum Gate Set Tomography (QML, ‘24)
A quantum information theoretic analysis of reinforcement learning-assisted quantum architecture search (QIndia, ‘24)
A resource-efficient variational quantum algorithm for mRNA codon optimization (QBee, ‘24)
ArtA: Artificial Architect - Automating design space exploration of spin qubit architectures (QML, ‘24)
Resource Bounds for Quantum Circuit Mapping via Quantum Circuit Complexity (QML, ‘24)
Automated Quantum Software Engineering: why? what? how? (QIA, QML ‘24)
KetGPT - Dataset Augmentation of Quantum Circuits using Transformers (QML, ‘23)
Qiskit Gymnasium environment for quantum circuit optimization (QWorld, ‘23)
Quantum algorithms for RNA sequence design (QML, ‘23)
Visualizing Quantum Circuit Probability: Estimating Quantum State Complexity for Quantum Program Synthesis (QIA ‘23)
An application framework for quantum accelerated causal tomography (QWorld, QIA, ‘22)
Applications of Quantum Computation and Algorithmic Information: for Causal Modeling in Genomics and Reinforcement Learning (QCA ‘22)
QKSA – Quantum Knowledge Seeking Agent: quantum process tomography as evolutionary resource-bounded universal reinforcement learning in quantum environments (QCA, QIA ‘22)
Estimating algorithmic information using quantum computing for genomics applications (QCA, QIA ‘21)
Quantum Computing: from NISQ to PISQ (QCA ‘21)
QuASeR – Quantum Accelerated De Novo DNA Sequence Reconstruction using QAOA and quantum annealing (QCA ‘20)
Efficient parameterised compilation for hybrid quantum programming (QCA ‘20)
Efficient decomposition of unitary matrices in quantum circuit compilers (QCA ‘20)
Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions (QCA ‘20)
Quantum algorithms for pattern-matching in genomic sequences (QCA ‘19)
Quantum Computer Architecture: Towards Full-Stack Quantum Accelerators (QCA ‘19)
Quantum Innovation Environment (QuInE), a PyQT based IDE for quantum programming (QCA ‘18)
Spiking neural network based associative memory neuro-evolution (TCSRI ‘18)
Brain-inspired robotic mapping and navigation using time-series of hexagonal grid and place cells (TCSRI ‘18)
System design of warehouse automation using multi-agent collaborative box-pushing strategies (TCSRI ‘17)
Human brain simulation in GPU with Inferior Olive model in OpenCL and CUDA (TUD ‘17)
GATK based human genome sequencing for distributed Spark platform in Scala (TUD ‘17)
Fuzzing and concolic execution on RERS-2016 problems using AFL and KLEE (TUD ‘17)
Optimizing a SoC using ρ-VEX VLIW processors (TUD ‘17)
Enhancing the Plasma processor IP core (TUD ‘17)
Accelerating object tracking in OMAP3530 application processor (TUD ‘17)
Solar energy forecasting using ORCA system (TUD ‘17)
Earthquake occurrence analysis and aftershock prediction using MATLAB and Tableau (TUD ‘17)
Technology demonstrator of satellite firmware update via telecommands (ISRO ‘16)
Approaches towards standardization of software for on-board storage systems in space programs (ISRO ‘16)
Software design of onboard memory management subsystem for Chandrayaan-2 orbiter (ISRO ‘16)
Project management of onboard memory management subsystem for HySIS satellite (ISRO ‘16)
Software design of onboard memory management subsystem for Resourcesat satellites (ISRO ‘15)
Hardware design of onboard memory management subsystem for ScatSat-1 (ISRO ‘15)
Software design and implementation of onboard memory management subsystem for Cartosat-2C (ISRO ‘15)
On-board payload data store and forward design for Astrosat (ISRO ‘14)
Elevation mapping using stereo vision enabled heterogeneous multi-agent network (IIST ‘13)
Hazard control algorithms for heterogenous multi-agent cloud-enabled robotic network (IIST ‘13)
Self-configuring classical logic gate circuits using genetic programming in Java (IIST ‘12)
Multi-vehicle path planning in dynamically changing environments using genetic optimised TSP (IIST ‘12)
Computer vision based centralized multi-agent system on MATLAB and Arduino (IIST ‘11)