Abhishek Chandwani
Co-founder, Metaphi AI
Hi! This is Abhi. I like to build worlds where agents learn and explore.
Before Metaphi: BCG and Shell. MBA, Harvard Business School.
Interests
I like thinking about persona simulation and adversarial persona vectors, recursive self-improvement, agent behavior analysis, and how to make agents verifiable at scale.
Research
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EnterpriseSWEforthcoming
Enterprise software-engineering environments for agents.
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SimHubwhitepaper · August 2026
Continual-learning and evaluation harness for agents in production: traces, evaluation, feedback, and improvement loops in one system.
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COBOLBenchbenchmark · May 2026
Verifier-backed benchmark for frontier coding agents on realistic enterprise COBOL maintenance tasks. Executable correctness checks over recovered production estates.
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LH-BencharXiv · March 2026
Skill-grounded evaluation of long-horizon agents on subjective enterprise tasks. Expert-authored rubrics against observable task artifacts, validated against human preference judgments.
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Optimum portfolio construction using genetic algorithmSpringer · 2015
Genetic-algorithm construction of optimum stock portfolios from the S&P 500. With Pankaj Sinha and Tanmay Sinha. Int. J. of System Assurance Engineering and Management.