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Invited byGavin Bains

Mayank Building | prev @harvey, @mirage_ml

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Mayank Building | prev @harvey, @mirage_ml

Career

Mayank studied at Georgia Institute of Technology (M.S. and B.S.).

Strategy & Deployment at KSHRDeployed at Newmark (commercial real estate), XN (hedge fund), and Pillar (commodities); embedded with brokers, analysts, and traders to ship frontier-model systems into their daily workflows. Ran the deployment loop end-to-end: scoped use cases with operators at the firms, built
Multi-Agent Robot Simulator at Georgia Tech FoundationBuilt a ROS-based simulation environment to test human interaction with a swarm of autonomous agents and encoded tasks such as search and rescue to assess the cognitive abilities of multiple participants.
Research Engineer at HarveyFounding team for Vault, Harvey's AI document review and due diligence product; scaled to $20M+ in revenue. Shipped review workflows, extraction tables, and Assistant integrations powering 10K-document projects across transactional, regulatory, and litigation matters.
Co-Founder & CEO at MirageBacked by Sequoia; Acquired by Harvey. Built a generative 3D design engine that scaled to 30K+ users; fine-tuned LLM workflows for game design studios, marketing teams, and enterprise support teams.Worked with Aman.
Product at Everyday Robots at X, the moonshot factoryConducted a competitive analysis on industry leading robotics simulators from Nvidia, Amazon, and Facebook. Identified user workflows that encapsulate a robotics simulator, extracted simulator capabilities categorized into scene management, physics, and rendering, and implemented
Perception Engineer on DriveSim for Perception at NVIDIABuilt lidar-camera fusion experiments across sensor suites, interpolation strategies, and simulation-data mixes. Conducted various experiments with multiple sensor suites, interpolation, dataset ratios, dropping features to improve the mAP scores of vehicles, cyclists, and pedest
Collaborative Human-Robot Motion Optimization at Georgia Tech FoundationCrafted human-robot motion cost functions, generated point clouds to determine the optimal combination of costs, and simulated multiple interaction scenarios with ROS and RVIZ to improve safety, comfort, and efficiency.

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