Independent Researcher — financial-systems risk and controls: auditing financial data and automated financial decisions.

Previously about 16 years at IDBI Bank, India (2006–2022), Assistant Manager to Assistant General Manager (AGM from 2018).

ORCID 0009-0000-4781-312X · Website aartikamat.github.io (full list of papers, datasets and software with copy-ready citations)

I build measurement infrastructure for what happens after algorithmic decisions. Core contributions: the RED-2400 public benchmark of algorithmically rejected trading events; the PRFS (Post-Rejection Follow-up Sampling) methodology, a design for following up the tokens an algorithmic filter rejects (the archived example data come from a simpler production tracker); and open datasets on Solana pump.fun token launches.

• RED-2400: A Public Benchmark of Algorithmically-Rejected Trading Events with Outcome Labels — arXiv 2605.12151
• Post-Rejection Follow-up Sampling: Measuring Outcomes of Rejected Decisions in Algorithmic DEX Trading — arXiv 2606.08228
• Hour-Aware Adaptive Risk Management for Autonomous Memecoin Trading on Solana DEXs: Evidence, Theory, and Design Lessons from a 15-Day Deployment — arXiv 2606.08232
• Outcome-Classified Precision Auditing of Filter Rules in Algorithmic DEX Trading: Evidence from 2,400 Rejection Events — arXiv 2607.02830
• Auditing Collector-Generated Graduation Labels on Pump.fun: Measurement Error and Temporal Non-Generalization — arXiv 2607.02823
• Do Two On-Chain Observation Pipelines See the Same Tokens? Cross-Pipeline Coverage on the Solana pump.fun Launchpad — arXiv 2609.18975

• RED-2400 — 6,660 rejection events; event-level follow-up linked for 3,333 (about half): Zenodo 10.5281/zenodo.19989074 · IEEE DataPort 10.21227/c36z-hk34 · Kaggle · Hugging Face
• RED-PUMP — pump.fun token launches: Zenodo 10.5281/zenodo.20633486 · Hugging Face

• red2400-replication-toolkit — replication harness for the RED-2400 benchmark; current release v2
• red-2400-reader — legacy reader for the May 2026 JSON-lines file; current RED-2400 files are CSV
• post-rejection-sampling — PRFS reference implementation
• lifecycle-separation-2026 · silent-killer — paper reproducibility packages

Completed manuscript reviews, including invited reviews for IEEE Access and the Journal of Trial and Error; reviews verified on Web of Science. Full record on the website.

• ORCID: 0009-0000-4781-312X
• Google Scholar: CWpdnloAAAAJ
• Web of Science ResearcherID: PYY-2705-2026
• arXiv author page: kamat_a_1
• IEEE: Senior Member

arati.kamat@ieee.org (academic correspondence)