Devashish Gupta

MS Robotics @ Georgia Tech | Centre for AI & Robotics | Indian Space Research Organization | Aditya Birla Scholar | BITS Pilani '21

Impact-driven ML specialist with experience in multimodality, VLMs, LLMs, retrieval, audio and geospatial understanding, massively parallel computing and real-time analytics.

Currently building Geode: a zero-shot geospatial question answering agent with precise spatiotemporal retrieval and complex reasoning capabilities, driven by LLM-based code generation. Powered by a set of pretrained, RAG-enabled geospatial experts, queried and composable via an API.

Devashish Gupta's Projects

geode

A zero-shot geospatial question answering agent with precise spatiotemporal retrieval and explicit reasoning capabilities!

instruct-nav

A multimodal model for language-guided socially compliant robot navigation.

pointy

Comparison of point cloud classification performance using 2D projection based and transformer based methods. Also explores adversarial attacks on these classes of models. Specifically, one-point and noise attacks.

registr

A personal web-app for real-time course statistics monitoring and proactive registration planning. Designed for Georgia Tech students, enabling quick visual comprehension and inference-based decision making.

tranquil

Tranquil is a breathtaking Algorithmic Reverb Plugin for all the major digital audio workstations (DAWs), meticulously crafted with an architecture that is adept in building prolific soundscapes and simulating small rooms with the same fidelity. Available as a 64-bit VST3 binary for Windows.

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