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Prashant Soni

Prashant Soni

AI engineer building production-grade LLMs and healthcare AI

psoni
New York, New York
Joined February 2026
Favicon imageprashant.orphanova.com
Favicon imagegithub.com
Favicon imageresearchgate.net
Favicon imagekaggle.com

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Summary

Product-focused AI engineer who bridges research and production — repeatedly describes shipping applied LLM, RAG and multimodal systems and emphasizes moving work from "it works in the lab" to scalable, market-ready products. orphanova+1
Specializes in rare-disease and biomedical informatics — built OrphanAtlas to consolidate rare-disease knowledge for researchers, clinicians and industry, aiming to speed diagnosis and treatment. yu+1
Hands-on multimodal and generative AI practitioner — works with LLMs, RAG, vector databases, video/voice synthesis (Tavus, ElevenLabs) and cloud ML infrastructure to create interactive agent experiences and domain-specific pipelines. orphanova+1
Active researcher and student presenter — contributed peer-facing work (cardiomegaly detection models, symposium presentations, and research publications) while enrolled in graduate AI studies at Yeshiva University's Katz School. yu+1

Work

Education

Projects

Writing

Building a Global Rare Disease Information Hub to Advance Knowledge, Diagnosis and Treatment (OrphanAtlas)

May 1, 2025

Describes development of OrphanAtlas, a centralized, structured and interactive repository consolidating clinical, scientific and business intelligence on rare diseases to speed diagnosis and treatment and enable stakeholders to explore disease data and research trends.

Favicon imageyu.edu

Automated Detection of Canine Cardiomegaly Using Deep Learning: A Regression-Based Approach

November 1, 2024

Research describing a deep-learning approach (EfficientNet-based) to detect and assess canine cardiomegaly from X-ray images, including model development and evaluation.

Favicon imageresearchgate.net

Hobbies

Interest in space and rockets (has photographed visits such as at a SpaceX Starship). orphanova