Marketplace
- Studied how agents buy and sell goods, negotiate prices, and reach agreements.
SEVERED FLOOR / PERSONAL ARCHIVE
PERSONNEL FILE NO. AA—01
Anusha
Acharya.
Engineer. Building AI that works.
I’m a software engineer working across AI: model training, data platforms, and evaluation. I build systems and run experiments to understand how models behave—and make them better.
01 / SELECTED WORK
What I’ve been
working on.
AI systems, evaluation, and the engineering that makes them useful.
All work ↗INDEPENDENT RESEARCH / 2026 — ONGOING
Parley Labs
Built environments to study and evaluate multi-agent negotiation, collecting interaction data and decision traces across marketplace and Catan experiments.
Catan trading agents
- Studied how agents plan their moves and negotiate resource trades as part of a strategy to win Catan.
CATAN® is a trademark of CATAN GmbH. The original game was designed by Klaus Teuber. This independent research is not affiliated with or endorsed by CATAN GmbH or CATAN Studio.
Independent research in collaboration with Milind Shah.
EMPLOYMENT / SELECTED CONTRIBUTIONS
AI in practice.
Midstream
Post-training and evaluating extraction models.
- Lead document extraction and contract ingestion for 8+ health systems.
- Work on post-training models for document extraction.
- Turn execution traces and human feedback into evaluation datasets and better baselines.
Pipelines
Building the AI R&D cycle.
- Built data collection, generation, and evaluation into one platform as the first engineer.
- Connected workflows with programmatic checks, LLM judges, and human review.
Meta
Training models. Shipping their impact.
- Improved follow prediction accuracy and stability by 21% through training data and scoring changes.
- Built voice and NLP integrations for Meta Ray-Ban and agentic workflow automation.
02 / THE PERSON BEHIND THE FILE
My work spans the AI development cycle: training models, building data collection platforms, and using evaluations and traces to improve how systems perform.
A little about me ↗03 / OPEN A CONVERSATION