Quantum Computing · Machine Learning · Cybersecurity
🧑🔬 Role
Quantum Computing Researcher
🤖 Right now
ML Engineer & Research Fellow at AnthologyResearch (Polymath AI Labs)
🎓 Research Focus
Combining Machine Learning and Quantum Computing (QML) to engineer high-performance distributed simulators and optimize QML trainability.
🏆 Open Source Contributor to TensorFlow (18+ PRs) & OpenXLA (1 PR)
Authored and merged 19 contributions spanning distributed training (tf.distribute.AutoStrategy), core variable slice assignment, quantization layers (QuantizedDense), float64 autodiff numerical stability (tanh and softmax VJPs, logdet), C++ CPU/MKL kernels (Digamma, segment reductions), XLA HLO compiler lowering, and Python runtime safety.
🏫 Education
Grade 12 at Little Flower School, managing tech alongside academics.
During independent security research and Android reverse engineering, I discovered a vulnerability chain in a school ERP platform involving insecure credential storage, excessive cloud permissions, and weaknesses in access controls.
If exploited, these vulnerabilities could have led to a data breach affecting an estimated 5 million+ students, parents, and teachers across India. This represents the estimated potential platform-wide impact.
I coordinated responsible disclosure through CERT-In, documenting the findings to support verification and remediation. My published write-up covers the investigation, disclosure timeline, vendor remediation, and CERT-In acknowledgment.
📖 Read the responsible disclosure write-up →
AI tools and assistants in my workflow
Codex |
Kiro |
Antigravity |
DeepSeek |
Gemini |
High-performance, differentiable quantum state-vector & tensor network simulator in 100% pure JAX, with no classical framework overhead.
Accelerated on NVIDIA GPUs and Google Cloud TPU v6e-64/v5e VM clusters, scaling up to 37 qubits. Supported by Google's TPU Research Cloud (TRC) program.
📄 Research publications:
Zenodo · 10.5281/zenodo.20701872
Zenodo · 10.5281/zenodo.20704990
Perplexity-gui-copy
Next.js + TypeScript clone of Perplexity AI.
Neural-Search-Engine1
AI-powered search tool.
House-price-prediction
Advanced hybrid ML pipeline with Transformer DNN.
LFS Magazine
Built the official digital magazine for Little Flower School.
