Jayant Chandwani

Computer Science Undergraduate · BITS Goa

Hi, I'm Jayant. I work on machine learning and AI, with interests that extend to optimisation, mathematics, and whatever else catches my curiosity.

Publications

BLOSSOM: Block-wise Federated Learning Over Shared and Sparse Observed Modalities2026
Pranav M R*, Jayant Chandwani*, Ahmed M. Abdelmoniem, Arnab K. Paul
IJCNN · arXiv:2603.27552
A Graph Matching Based Approach for the Multi-Depot Capacitated Vehicle Routing Problem2026
Jayant Chandwani*, Pranav M R*, Anand Jat, Anshu Ostwal, Diptendu Chatterjee, Anand Narasimhamurthy
Preprint · arXiv:2607.27727

Undergraduate Student ResearcherSep 2024 - Present
Data, Systems and HPC (DaSH) Lab, BITS Pilani · Goa, India
Proposed BLOSSOM, a block-wise aggregation framework for multimodal learning with missing modalities, giving up to 19% improvement in modality-incomplete and 38% in modality-exclusive settings. Advisor: Prof. Arnab K. Paul.
Research InternSep 2026 - Present
Queen Mary University of London · London, UK
Working on federated agentic learning, enabling heterogeneous agents to share task-relevant knowledge without exchanging private data. Advisor: Prof. Ahmed M. Abdelmoniem.
Undergraduate Student ResearcherOct 2025 - Present
Multi-Depot Capacitated Vehicle Routing (mCVRP)
Matching-based heuristics for the multi-depot capacitated vehicle routing problem, reducing it to minimum-weight matching and variants of Edmonds' Blossom algorithm. Advisor: Prof. Anand Narasimhamurthy.

Software Engineer InternMay 2026 - Present
LinkedIn · Reliability Infrastructure
Evaluating AI agent reliability in production across consistency, robustness, predictability and safety, and building a workflow that diagnoses agent failures and recommends code-level fixes.
Backend DeveloperAug 2025 - Present
GSNP+ (HIV Support CBO) · Gujarat, India
Building a privacy-first matrimonial platform for HIV-positive individuals, including a secure backend API with Spring Boot and Spring Security.
Software DeveloperMay 2025 - Jul 2025
CloudDefense.AI · Remote
Built an end-to-end B2B sales funnel automation system covering data ingestion and outreach generation, plus a browser extension for importing profiles from LinkedIn and Apollo.ai.

B.E. (Hons.) Computer Science, Minor in Data ScienceAug 2023 - Present
BITS Pilani, K. K. Birla Goa Campus · Goa, India
CGPA 9.5/10

The fastest way to reach me is email: jayantchandwani05@gmail.com.