About me: I am a prev:SWE Intern at AWS India(was extended return offer), in the Q for Business Team, where I work on integration of BidirectionalStreaming using TTS models to integrate low latency voice mode usage in our application; and an active contributor to Pickle's Glass[ https://github.com/pickle-com/glass ], and HyprNote[ https://www.linkedin.com/company/hyprnote/ ].
My previous experiences include:
Experience: WorldQuant (Quant Research), AstraZeneca (ML engineer for drug discovery using LLMs), TransHumanity(AI Engineering solving Traffic), Alma [ https://www.linkedin.com/company/tryalma/ ] (AI engineering to simplify the visa process for immigration), Univ. of Missouri (biomedical GraphRAG research).
Competitions: Top 0.016% in Amazon ML Challenge 2024 (12th/75,000 teams) and ranked 11th/50,000 teams in Amazon HackOn 2024, UC Berkeley AGENTX-2025.
Open Source: EleutherAI's LMEvaluationHarness[ https://github.com/EleutherAI/lm-evaluation-harness ], HuggingFace's nanoVLM( https://github.com/huggingface/nanoVLM )[integrating metrics and GRPO training techniques], Pickle's Glass[added search functionality, adding knowledge base support for enterprises] , HyprNote[ https://github.com/fastrepl/hyprnote ] [removing silent responses and quantizing models for effective summarization]
I've attached all my profile links, hereby. https://debjyotiray.github.io/ https://github.com/DebjyotiRay https://scholar.google.com/citations?user=Fo-Xo10AAAAJ&hl=en.
Thanks for your time!