Mrigank Raman

AI Researcher

Pittsburgh, Pennsylvania, United States4 yrs 7 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expertise in Machine Learning and Deep Learning.
Experience with large language models for healthcare.
Strong background in data science and research.

Stackforce AI infers this person is a Machine Learning and AI specialist with a focus on healthcare applications.

Contact

Skills

Core Skills

Machine LearningDeep LearningNatural Language Processing

Other Skills

AlgorithmsArtificial Intelligence (AI)CC++Convolutional Neural Networks (CNN)Data MiningData ScienceData StructuresImage AnalysisImage ProcessingJavaKerasKotlinMatlabNeural Networks

About

I am a research enthusiast in the field of Machine Learning, Deep Learning, Artificial Intelligence and related fields like Natural Language Processing and Computer Vision and I am looking for research or industry internships in the field of ML for fall 2023.

Experience

Abridge

2 roles

Machine Learning Researcher

Feb 2024 – Present · 2 yrs 1 mo · San Francisco Bay Area · Hybrid

1. Owner of the ASR stack at Abridge.
2. Working on making doctor's life easy everyday.

Machine LearningNeural NetworksData MiningDeep LearningArtificial Intelligence (AI)

Research Scientist Intern

May 2023 – Aug 2023 · 3 mos · Pittsburgh, Pennsylvania, United States · Remote

Worked on the improvement and efficient deployment of LLaMA-13B for medical summarization on a
24GB GPU generating at a speed of 200 tokens/sec
Investigated effective methods for distilling the knowledge of LLM’s (30B-70B parameters) into
consumer-grade LMs (7B-13B parameters).
Worked on the curation of a novel form of dataset for effective and efficient instruction tuning of LLMs.

Machine LearningNatural Language ProcessingData SciencePythonTensorFlow