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.
Umass Bionlp Lab
-
Graduate ResearcherUmass Bionlp LabCalifornia, United States
-
Data Operations Engineer InternMaq Software Jun 2024 - Aug 2024Redmond, 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. -
Graduate Student ResearcherMendel.Ai Feb 2024 - Aug 2024San 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. -
Frontend InternAudioshelf Nov 2022 - Feb 2023Boston, 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. -
Software Engineer InternAltius Strategic Consulting May 2022 - Aug 2022Sheridan, 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. -
Software DeveloperCicsoft 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. -
Software Developer InternKpmg India May 2021 - Aug 2021Gurugram, 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
Sahil Gupta Education Details
-
University Of Massachusetts AmherstComputer Science -
University Of Massachusetts AmherstComputer Science -
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.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial