Publication

Structure-aware Adaptive Kernel MPPCA Denoising — EMBC 2026

Accepted at Engineering in Medicine and Biology Society, Toronto. Also filed as Invention Disclosure at GE HealthCare.

Conference

Attended ISBI 2026, London

Presented "ARMARecon: ARMA Convolutional Filter Based GNN for Neurodegenerative Dementia Classification" at International Symposium on Biomedical Imaging, London.

Community

Event Organizer — Google Developer Groups (GDG) Bangalore

Coordinated sessions and speaker logistics for GDG Bangalore developer community meetup.

Award

Grace Hopper Celebration Scholarship — AnitaB.org

Advancing Inclusion Scholarship to attend GHCI, India's largest gathering of women and nonbinary technologists.

Role

AI Researcher at GE HealthCare — Advanced Technology Group

Working on voxel-adaptive denoising for high b-value diffusion MRI and FSE acquisition parameter optimization.

Award

Dean's List — Shiv Nadar Institute of Eminence (2nd time)

Recognised for exceptional academic performance in final year, placing among top-performing students in cohort.

Education

Honours Thesis — Diffusion Kurtosis Imaging via Deep Learning, SNIoE

Completed B.Tech Honours Thesis on Diffusion Kurtosis Imaging estimation using deep learning on sparse diffusion MRI measurements, advised by Prof. Saurabh J. Shigwan.

Teaching

Teaching Assistant — Image Processing (CSD357), SNIoE

Supported 60+ students across labs on spatial filtering, edge detection, morphological operations, and frequency-domain analysis.

Internship

SDE Winter Intern at Dell Technologies — Dell Digital

Built ML-driven order fulfillment forecasting pipeline processing 100K+ daily transactions. Reduced idle inventory by 15% in A/B testing.

Conference

Attended ACML 2023, Istanbul

Presented "Early Diagnosis of Alzheimer through Swin-Transformer-Based DL Framework using Sparse Diffusion" at ACML 2023.

Conference

Attended ICCV 2023, Paris — DEI Scholar

Presented "Deep Learning Framework using Sparse Diffusion MRI for Diagnosis of FTD" at BioImage Computing Workshop. Awarded EUR 900 DEI Travel Grant.

Teaching

Teaching Assistant — Mathematical Methods I (MAT103), SNIoE

Supported 80+ students on linear algebra, differential equations, and vector calculus across weekly problem-solving sessions.

Award

Education Scholarship by Indian Army (3rd time)

Awarded Rs. 10,000 recognising outstanding academic excellence. Merit-based scholarship honouring dependents of military personnel.

Internship

SDE Summer Intern at Dell Technologies

Architected RAG pipeline with GPT4ALL, LangChain, and Pinecone over 10K+ internal documents. Adopted by 3 engineering teams.

Research

OUR Grant Recipient & Student Researcher — Shiv Nadar Institute of Eminence

Competitively selected for the Opportunities for Undergraduate Research (OUR) grant to conduct independent research under Prof. Saurabh J. Shigwan. Pursued two parallel projects: a Swin-Transformer architecture for sparse diffusion MRI reconstruction (50%+ fewer gradient directions, published at ICCV 2023 and ACML 2023) and ARMARecon, a graph neural network for neurodegenerative dementia classification (published at ISBI 2026).

Leadership

Vice President — ACM-Women, Shiv Nadar Institute of Eminence

Led chapter initiatives supporting women in computing. Organised technical workshops, mentorship programs, and community-building events fostering an inclusive environment for underrepresented students in CS.

Internship

Research Intern at ZKTeco Inc — Biometric Systems R&D

Engineered multimodal biometric pipeline fusing finger vein and fingerprint via Siamese Networks. Achieved 95%+ verification accuracy.

Award

Education Scholarship by Indian Army (2nd time)

Awarded Rs. 10,000 recognising outstanding academic excellence. Merit-based scholarship honouring dependents of military personnel.

Research

Academic Intern at National University of Singapore

Built real-time violence detection platform combining LRCN and ConvLSTM. Deployed with Streamlit + AWS Lambda + Firebase.

Award

Harvard WECode Scholarship

Merit-based scholarship covering conference ticket and $200 travel aid for Harvard WECode 2022.

Award

Education Scholarship by Indian Army (1st time)

Awarded Rs. 10,000 recognising outstanding academic excellence. Merit-based scholarship honouring dependents of military personnel.

Leadership

ML Mentor — Google Developer Student Club (GDSC), SNIoE

Mentored 80+ students in foundational and advanced ML. Designed and delivered 6 hands-on workshops covering supervised learning, deep learning, and model evaluation.

Award

Generation Google Scholarship (APAC) — USD 1,000

One of three first-year students awarded across 14 Asia-Pacific countries.

Award

Microsoft Learn Student Ambassador — Beta Level

Achieved Beta Level status through technical expertise and community engagement. Organised workshops on Computer Vision and medical imaging, provided mentoring in software development, and served as liaison between Microsoft and student developer community.

Research

Research Intern at IIIT Hyderabad — CVIT Lab

Built 30K-image annotated dataset and benchmarked facial recognition bias across Indian demographics under Prof. Anoop Namboodiri.

Award

Dean's List — Shiv Nadar Institute of Eminence (1st time)

Recognised for exceptional academic performance in first semester, placing among top-performing students in cohort.

Education

Started B.Tech at Shiv Nadar Institute of Eminence

Computer Science & Engineering with a minor in Mathematics.