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Publications, datasets and software

Arati Uday Kamat · Independent Researcher · ORCID 0009-0000-4781-312X · Google Scholar · GitHub · Hugging Face · Kaggle

All datasets are released under CC BY 4.0. Please cite the DOI shown for each item; each "Cite" button gives a ready-to-paste BibTeX entry.

Working papers and data papers

Hour-Aware Adaptive Risk Management for Autonomous Memecoin Trading on Solana DEXs: Evidence, Theory, and Design Lessons from a 15-Day Deployment
A. U. Kamat · 2026 · DOI 10.5281/zenodo.19670718
Working paper.
Cite (BibTeX)
@misc{kamat2026houraware,
  author = {Kamat, Arati Uday},
  title = {Hour-Aware Adaptive Risk Management for Autonomous Memecoin Trading on Solana DEXs: Evidence, Theory, and Design Lessons from a 15-Day Deployment},
  year = {2026},
  doi = {10.5281/zenodo.19670718},
  url = {https://doi.org/10.5281/zenodo.19670718}
}
Post-Rejection Follow-up Sampling: Measuring Outcomes of Rejected Decisions in Algorithmic DEX Trading
A. U. Kamat · 2026 · DOI 10.5281/zenodo.19671656
Working paper.
Cite (BibTeX)
@misc{kamat2026prfs,
  author = {Kamat, Arati Uday},
  title = {Post-Rejection Follow-up Sampling: Measuring Outcomes of Rejected Decisions in Algorithmic DEX Trading},
  year = {2026},
  doi = {10.5281/zenodo.19671656},
  url = {https://doi.org/10.5281/zenodo.19671656}
}
Outcome-Classified Precision Auditing of Filter Rules in Algorithmic DEX Trading: Evidence from 2,400 Rejection Events
A. U. Kamat · 2026 · DOI 10.5281/zenodo.19720040
Working paper.
Cite (BibTeX)
@misc{kamat2026filterprecision,
  author = {Kamat, Arati Uday},
  title = {Outcome-Classified Precision Auditing of Filter Rules in Algorithmic DEX Trading: Evidence from 2,400 Rejection Events},
  year = {2026},
  doi = {10.5281/zenodo.19720040},
  url = {https://doi.org/10.5281/zenodo.19720040}
}
RED-2400: A Public Benchmark of Algorithmically-Rejected Trading Events with Outcome Labels
A. U. Kamat · 2026 · DOI 10.5281/zenodo.20011630
Data paper. The dataset record carries a September 2026 correction notice; a corrected version of the paper is in preparation.
Cite (BibTeX)
@misc{kamat2026red2400paper,
  author = {Kamat, Arati Uday},
  title = {RED-2400: A Public Benchmark of Algorithmically-Rejected Trading Events with Outcome Labels},
  year = {2026},
  doi = {10.5281/zenodo.20011630},
  url = {https://doi.org/10.5281/zenodo.20011630}
}
Auditing Collector-Generated Graduation Labels on Pump.fun: Measurement Error and Temporal Non-Generalization
A. U. Kamat · 2026
Working paper. The dataset record carries a September 2026 correction notice; a corrected version is in preparation.
Cite (BibTeX)
@misc{kamat2026redpump,
  author = {Kamat, Arati Uday},
  title = {Auditing Collector-Generated Graduation Labels on Pump.fun: Measurement Error and Temporal Non-Generalization},
  year = {2026},
  url = {https://arxiv.org/abs/2607.02823}
}
Coordinated Sniper Cohorts on Pump.fun: Detection of 1,012 Persistent Wallet Rings and a Contamination-Adjusted Estimate of Coordination-Specific First-Hour Buyer-Flow Lift
A. U. Kamat · 2026
Working paper. A corrected analysis is in preparation.
Cite (BibTeX)
@misc{kamat2026cohorts,
  author = {Kamat, Arati Uday},
  title = {Coordinated Sniper Cohorts on Pump.fun: Detection of 1,012 Persistent Wallet Rings and a Contamination-Adjusted Estimate of Coordination-Specific First-Hour Buyer-Flow Lift},
  year = {2026},
  url = {https://arxiv.org/abs/2607.02795}
}
Do Two On-Chain Observation Pipelines See the Same Tokens? Cross-Pipeline Coverage on the Solana pump.fun Launchpad
A. U. Kamat · 2026
Working paper.
Cite (BibTeX)
@misc{kamat2026crosspipeline,
  author = {Kamat, Arati Uday},
  title = {Do Two On-Chain Observation Pipelines See the Same Tokens? Cross-Pipeline Coverage on the Solana pump.fun Launchpad},
  year = {2026},
  url = {https://arxiv.org/abs/2609.18975}
}
RED-REJECT-2026: A 96-Day Public Corpus of Algorithmic Filter Rejections with Post-Rejection Follow-up Samples
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21402476
Data paper.
Cite (BibTeX)
@misc{kamat2026redreject,
  author = {Kamat, Arati Uday},
  title = {RED-REJECT-2026: A 96-Day Public Corpus of Algorithmic Filter Rejections with Post-Rejection Follow-up Samples},
  year = {2026},
  doi = {10.5281/zenodo.21402476},
  url = {https://doi.org/10.5281/zenodo.21402476}
}
A Multi-Venue Solana/DeFi Microstructure Data Corpus: The RED-2400 Family v2
A. U. Kamat · 2026
Working paper.
Cite (BibTeX)
@misc{kamat2026corpus,
  author = {Kamat, Arati Uday},
  title = {A Multi-Venue Solana/DeFi Microstructure Data Corpus: The RED-2400 Family v2},
  year = {2026},
  url = {https://ssrn.com/abstract=7062579}
}

Datasets

RED-PUMP-2026-v1: a public benchmark of 860,213 pump.fun token launches with collector-generated terminal labels
A. U. Kamat · 2026 · DOI 10.5281/zenodo.20633486
Cite (BibTeX)
@misc{kamat2026redpumpdata,
  author = {Kamat, Arati Uday},
  title = {RED-PUMP-2026-v1: a public benchmark of 860,213 pump.fun token launches with collector-generated terminal labels},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.20633486},
  url = {https://doi.org/10.5281/zenodo.20633486}
}
RED-2400: A Public Benchmark of Algorithmically-Rejected Trading Events with Outcome Labels (dataset)
A. U. Kamat · 2026 · DOI 10.5281/zenodo.19989074
Cite (BibTeX)
@misc{kamat2026red2400data,
  author = {Kamat, Arati Uday},
  title = {RED-2400: A Public Benchmark of Algorithmically-Rejected Trading Events with Outcome Labels (dataset)},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.19989074},
  url = {https://doi.org/10.5281/zenodo.19989074}
}
RED-ORACLE-2026: Pyth Network oracle prices and publication lags for BTC, ETH and SOL with OKX benchmark prices
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21211109
Cite (BibTeX)
@misc{kamat2026redoracle,
  author = {Kamat, Arati Uday},
  title = {RED-ORACLE-2026: Pyth Network oracle prices and publication lags for BTC, ETH and SOL with OKX benchmark prices},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21211109},
  url = {https://doi.org/10.5281/zenodo.21211109}
}
RED-ARB-2026: Solana decentralized-exchange best quotes against OKX prices for six tokens
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21211186
Cite (BibTeX)
@misc{kamat2026redarb,
  author = {Kamat, Arati Uday},
  title = {RED-ARB-2026: Solana decentralized-exchange best quotes against OKX prices for six tokens},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21211186},
  url = {https://doi.org/10.5281/zenodo.21211186}
}
RED-LIQ-2026: Aave V3 Ethereum liquidation events and a six-chain lending-utilization panel
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21211302
Cite (BibTeX)
@misc{kamat2026redliq,
  author = {Kamat, Arati Uday},
  title = {RED-LIQ-2026: Aave V3 Ethereum liquidation events and a six-chain lending-utilization panel},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21211302},
  url = {https://doi.org/10.5281/zenodo.21211302}
}
RED-BASIS-2026: OKX spot-perpetual basis and funding observations for BTC, ETH and SOL
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21211414
Cite (BibTeX)
@misc{kamat2026redbasis,
  author = {Kamat, Arati Uday},
  title = {RED-BASIS-2026: OKX spot-perpetual basis and funding observations for BTC, ETH and SOL},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21211414},
  url = {https://doi.org/10.5281/zenodo.21211414}
}
RED-BRIDGE-2026: Wormhole cross-chain messages
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21211497
Cite (BibTeX)
@misc{kamat2026redbridge,
  author = {Kamat, Arati Uday},
  title = {RED-BRIDGE-2026: Wormhole cross-chain messages},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21211497},
  url = {https://doi.org/10.5281/zenodo.21211497}
}
RED-REJECT-2026-v2: A 96-Day Public Corpus of Algorithmic Filter Rejections (corrected release)
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21402476
Cite (BibTeX)
@misc{kamat2026redrejectdata,
  author = {Kamat, Arati Uday},
  title = {RED-REJECT-2026-v2: A 96-Day Public Corpus of Algorithmic Filter Rejections (corrected release)},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21402476},
  url = {https://doi.org/10.5281/zenodo.21402476}
}
Post-Rejection Follow-up Sampling: Dataset
A. U. Kamat · 2026 · DOI 10.5281/zenodo.20043515
Cite (BibTeX)
@misc{kamat2026prfsdata,
  author = {Kamat, Arati Uday},
  title = {Post-Rejection Follow-up Sampling: Dataset},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.20043515},
  url = {https://doi.org/10.5281/zenodo.20043515}
}
REJECTION-ABLATION-2026-v1: a post-rejection follow-up sampling corpus with per-filter counterfactual outcomes
A. U. Kamat · 2026 · DOI 10.5281/zenodo.21149175
Cite (BibTeX)
@misc{kamat2026ablation,
  author = {Kamat, Arati Uday},
  title = {REJECTION-ABLATION-2026-v1: a post-rejection follow-up sampling corpus with per-filter counterfactual outcomes},
  year = {2026},
  howpublished = {Dataset, Zenodo},
  doi = {10.5281/zenodo.21149175},
  url = {https://doi.org/10.5281/zenodo.21149175}
}

Software

Post-Rejection Follow-up Sampling (PRFS): Reference Implementation
A. U. Kamat · 2026 · DOI 10.5281/zenodo.19672363
Cite (BibTeX)
@misc{kamat2026prfssoftware,
  author = {Kamat, Arati Uday},
  title = {Post-Rejection Follow-up Sampling (PRFS): Reference Implementation},
  year = {2026},
  howpublished = {Software},
  doi = {10.5281/zenodo.19672363},
  url = {https://doi.org/10.5281/zenodo.19672363}
}
RED-2400 Replication Toolkit
A. U. Kamat · 2026 · DOI 10.5281/zenodo.20561397
Cite (BibTeX)
@misc{kamat2026toolkit,
  author = {Kamat, Arati Uday},
  title = {RED-2400 Replication Toolkit},
  year = {2026},
  howpublished = {Software},
  doi = {10.5281/zenodo.20561397},
  url = {https://doi.org/10.5281/zenodo.20561397}
}
red-2400-reader: a lightweight loader for the RED-2400 files
A. U. Kamat · 2026
Cite (BibTeX)
@misc{kamat2026reader,
  author = {Kamat, Arati Uday},
  title = {red-2400-reader: a lightweight loader for the RED-2400 files},
  year = {2026},
  howpublished = {Software},
  url = {https://github.com/aartikamat/red-2400-reader}
}

Open peer reviews

PREreview of “Measuring CEX-DEX Extracted Value and Searcher Profitability: The Darkest of the MEV Dark Forest”
PREreview of “RAmmStein: Regime Adaptation in Mean-reverting Markets with Stein Thresholds”
PREreview of “Resisting Manipulative Bots in Meme Coin Copy Trading: A Multi-Agent Approach”

Last updated 28 September 2026.