Sourabh Agrawal

Co-Founder @ CombineHealth

About

I am an expert at using technology to help people and improve their lives. I am currently building CombineHealth where we are developing AI workers to revolutionize the healthcare industry and give back the time to clinicians to look after their patients. Before this, I have built UpTrain - an open-source platform to evaluate and improve LLM applications. Before UpTrain, I co-founded Insane AI - an AI-powered fitness app where we brought the power of personal training and the fun of gamified workouts onto mobile phones using computer vision and motion tracking. Before starting up, I had worked in investment banking and autonomous driving industries. I am hiring across engineering, sales, and ML roles. If interested, please check out - https://www.combinehealth.ai/

Country

United States

City

San Francisco Bay Area

Industry

Computer Software

Skill

Revenue Cycle Management, Hospital Revenue Cycle, Generative AI, Machine Learning, Artificial Intelligence (AI)

Experience

Co-Founder

CombineHealth

2024-5 - Present · 2 yrs 5 mos

San Francisco Bay Area

Combining human expertise with AI advancements to revolutionise Healthcare

Co-Founder

UpTrain (YC W23)

2022-8 - 2024-5 · 1 yr 10 mos

San Francisco Bay Area

An open-source LLM evaluation and testing tool. We are working with some of the most innovative LLM companies globally, and we're hiring! Try it out: https://github.com/uptrain-ai/uptrain Learn more: https://uptrain.ai/

Co-Founder

Insane AI

2020-3 - 2022-7 · 2 yrs 5 mos

Bengaluru, Karnataka, India

VC-backed AI-Powered Fitness App. At Insane AI, we were combining the power of Computer vision and Augmented Reality to build the best-in-class fitness experiences and motivate people to become their best selves. Being a founder, wore multiple hats across product, engineering & marketing and looked after all things Product and Machine Learning. Built state-of-the-art computer vision algorithms to track exercises done by the user, analyze their posture, and award them scores based on their intensity. Scaled the product to 150k+ users while growing the team to 20+ members.

AI Consultant

Fast Code AI

2019-7 - 2020-3 · 9 mos

Bengaluru, Karnataka, India

Consulted Bosch and Mercedes on their Autonomous Driving projects: a. Helped them develop real-time computer vision algorithms for scene understanding, object detection, and traffic sign classification. b. Reduced Quality Check costs by 60% by incorporating statistical measures and active learning techniques. c. Worked with the senior team to design and manage the entire project of an in-house self-driving kart that can operate autonomously on their campus. d. Took several sessions to upskill their internal machine learning team.

Quantitative Researcher

Goldman Sachs

2015-6 - 2019-5 · 4 yrs

Bengaluru, Karnataka, India

Worked extensively on Foreign Exchange (FX) markets: building Machine learning models to help desk make better trading decisions, compare risk management strategies, develop derivatives pricing models, etc. 1. Developed and rolled out Monte Carlo pricing models for the whole of FX Derivatives portfolio which gave superior risk stability for existing products as well as allowed the team to explore newer exotics 2. Developed optimization techniques to achieve 10x speedup in intra-day risk runs 3. Developed risk smoothing algorithms and overall achieved 7x improvement in delta risk stability 4. Built ML-backed PNL analysis tools for a better understanding of the franchise, back-testing trading strategies, etc.