Augmenting healthcare documentation with LLMs and NLP | Akilesh Bapu (Founder and CEO of DeepScribe)

In this episode of Building With AI, host Hamza Choudery is hosting Akilesh, the CEO and founder of DeepScribe - a health tech company that uses LLMs and NLP to augment clinical documentation.Akilesh grew up watching his dad, an oncologist, slog over tedious documentation tasks. Inspired by his father and their shared vision of a Jarvis-like assistant for doctors, he dove into the intersection of healthcare and AI.During the conversation, they discuss:His experience training custom NLP,How DeepScribe responded to the “ChatGPT moment,”The importance of AI evaluation and testing,The future of DeepScribe and Ambient AI,And much more!—[00:00] Up next: [00:56] Episode introduction[02:04] Autoblocks: AI Optimization Platform[02:29] Akilesh’s introduction[05:42] How LLMs Revolutionized NLP Development[08:57] How does DeepScribe work?[13:32] How DeepScribe responded to the ChatGPT moment[20:18] How to choose the right LLM evaluation technique[22:01] Building the ultimate AI product team[24:32] DeepScribe's approach to evaluating at scale[27:40] Challenges of building with non-deterministic systems[29:01] DeepScribe's go-to-market strategy[32:25] The future of DeepScribe and ambient AI[36:40] Regulatory considerations for health tech companies[38:48] DeepScribe's product roadmap[40:42]  DeepScribe's feedback loop[42:29] Opportunities in health tech[44:14] Akilesh's hottest AI take[49:23] Open source vs. foundation models—Brought to you by Autoblocks (https://www.autoblocks.ai/) — how product teams deliver better AI experiences.—Building with AI is a weekly podcast featuring conversations with top AI product builders and leaders. Through thoughtful dialogue, host Hamza Choudery Choudery (Co-founder of Autoblocks) uncovers tactical insights that help listeners build & scale world-class AI products.—Subscribe to Building With AI:Website: https://www.autoblocks.ai/bwaiX: https://twitter.com/buildingwith_aiWhere to find Akilesh BapuLinkedln: https://www.linkedin.com/in/akileshbapu/X: https://x.com/akileshbapuLearn more about DeepScribeWebsite: https://www.deepscribe.aiLinkedIn: https://www.linkedin.com/company/deepscribe/X: https://x.com/DeepScribeAIWhere to find Hamza Choudery:Linkedln: https://www.linkedin.com/in/hamzachouderyX: https://twitter.com/hamzachouderyLearn more about Autoblocks:Website: https://www.autoblocks.ai/X: https://x.com/AutoblocksAI