Sahil Gupta

Sahil Gupta Email and Phone Number

Graduate Researcher @ California, United States
California, United States
Sahil Gupta's Location
Amherst, Massachusetts, United States, United States
About Sahil Gupta

I’m a computer science master’s student at UMass Amherst with expertise in machine learning, NLP, deep learning and LLMs. My recent experiences include developing a faithfulness hallucination detection framework for clinical summarization using LLMs, published at KDD-AIDSH 2024 Oral conference. Seeking full-time roles in the field of Machine Learning, GenAI, NLP and Software Engineering.

Sahil Gupta's Current Company Details
UMass BioNLP Lab

Umass Bionlp Lab

Graduate Researcher
California, United States
Sahil Gupta Work Experience Details
  • Umass Bionlp Lab
    Graduate Researcher
    Umass Bionlp Lab
    California, United States
  • Maq Software
    Data Operations Engineer Intern
    Maq Software Jun 2024 - Aug 2024
    Redmond, Washington, Us
    • Created ETL pipelines by leveraging Microsoft Azure Databricks for scalable big data processing, Azure Data Factory for orchestrating data workflows, SQL for data transformations, Spark for distributed data handling, and Python for writing scripts.• Implemented agile project management methods to track progress, manage risks, and ensure timely delivery of project milestones.
  • Mendel.Ai
    Graduate Student Researcher
    Mendel.Ai Feb 2024 - Aug 2024
    San Jose, California, Us
    • Conducted Generative AI (GenAI) research in the healthcare domain, aimed at evaluating clinical summaries generated by Large Language Models (LLMs) and published our findings at KDD-AIDSH 2024 Oral conference.• Developed a faithfulness hallucination detection framework using GPT-4o and Llama-3 for clinical summary generation and evaluation through Chain-of-Thought (CoT) reasoning and few-shot prompting.
  • Audioshelf
    Frontend Intern
    Audioshelf Nov 2022 - Feb 2023
    Boston, Us
    • Revamped the AudioShelf mobile app using React Native in TypeScript, offering audiobooks in 30+ languages to 2000+ users.• Improved mobile application performance and reduced server load by 30% by through caching.• Implemented 6+ new features, logged and addressed 15+ identified issues, and resolved 12+ bugs.• Improved user engagement by incorporating deep linking for navigation between the mobile application and external sources.
  • Altius Strategic Consulting
    Software Engineer Intern
    Altius Strategic Consulting May 2022 - Aug 2022
    Sheridan, Wy, Us
    • Worked on a mobile application which performed on device machine learning and computer vision tasks using MediaPipe and MLKit.• Deployed Amazon S3 to establish secure and scalable cloud storage, AWS Lambda to facilitate serverless computing tasks, Amazon DynamoDB to streamline database management, Amazon Cognito to handle access management as part of the backend development.• Boosted app performance by 55% on average using multithreading for background tasks.• Implemented user-friendly interfaces and integrated secure user authentication via Firebase.
  • Cicsoft
    Software Developer
    Cicsoft Feb 2022 - May 2022
    • Improved administrative efficiency and streamlined member management by integrating multiple features using React in TypeScript, Tailwind CSS, and Firebase.• Developed administrative functionalities to manage 200+ members in an interactive GUI system.• Enabled real-time updates from Firebase Realtime Database for user data using the Node.js SDK.
  • Kpmg India
    Software Developer Intern
    Kpmg India May 2021 - Aug 2021
    Gurugram, Haryana, In
    • Developed a Python web scraper using Selenium to retrieve project support data as part of the Data Engineering Platform Team.

Sahil Gupta Skills

Mathematics Website Development Html5 Cascading Style Sheets Badminton C++ Eclipse Leadership

Sahil Gupta Education Details

  • University Of Massachusetts Amherst
    University Of Massachusetts Amherst
    Computer Science
  • University Of Massachusetts Amherst
    University Of Massachusetts Amherst
    Computer Science
  • Delhi Public School - R. K. Puram
    Delhi Public School - R. K. Puram

Frequently Asked Questions about Sahil Gupta

What company does Sahil Gupta work for?

Sahil Gupta works for Umass Bionlp Lab

What is Sahil Gupta's role at the current company?

Sahil Gupta's current role is Graduate Researcher.

What schools did Sahil Gupta attend?

Sahil Gupta attended University Of Massachusetts Amherst, University Of Massachusetts Amherst, Delhi Public School - R. K. Puram.

What skills is Sahil Gupta known for?

Sahil Gupta has skills like Mathematics, Website Development, Html5, Cascading Style Sheets, Badminton, C++, Eclipse, Leadership.

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