...

Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production | by Christabelle Pabalan | Nov, 2024


Generative AI

An article on the most typical LLM improvement challenges I’ve encountered, efficient mitigation methods, and a career-defining interview mistake

I’ve all the time been the kind to dive deep right into a topic and specialize to obsession. Once I graduated from my grasp’s in information science, the obsession I had was with pc imaginative and prescient; particularly, pc imaginative and prescient to use in direction of neuroscience or psychological well being purposes. I used to be set on turning into a “pc imaginative and prescient engineer” (however “machine studying engineer” could be okay too) within the psychological well being subject, regardless of my mentors urging me to broaden my scope and get my foot within the door. I silenced my very own cautious voices, satisfied that the precise group would acknowledge my “experience”.

Picture Generated by DALL·E

Fortunately, my concept appeared to work; I landed interviews with a number of psychological well being corporations. However then got here one in every of my largest interview errors. Within the last spherical for my best choice — an organization I cherished — I made an error that also makes me internally cringe after I mirror. The function was NLP-focused, working with textual content information, however I couldn’t assist expressing my curiosity in…

Source link

#Overcoming #LLM #Challenges #Healthcare #Sensible #Methods #Growth #Manufacturing #Christabelle #Pabalan #Nov