Sahil Gupta Email & Phone Number
Who is Sahil Gupta? Overview
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Sahil Gupta is listed as Graduate Researcher at UMass BioNLP Lab, based in Amherst, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Sahil Gupta.
Sahil Gupta previously worked as Data Operations Engineer Intern at Maq Software and Graduate Student Researcher at Mendel.Ai. Sahil Gupta holds Master'S Degree, Computer Science from University Of Massachusetts Amherst.
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.
Listed skills include Mathematics, Website Development, Html5, Cascading Style Sheets, and 4 others.
Sahil Gupta's current company
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Sahil Gupta work experience
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Data Operations Engineer Intern
• 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 Researcher
• 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 Intern
• 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 Intern
• 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 Developer
• 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 Intern
• Developed a Python web scraper using Selenium to retrieve project support data as part of the Data Engineering Platform Team.
Sahil Gupta education
Master'S Degree, Computer Science
Bachelor'S Degree, Computer Science
Education record
Frequently asked questions about Sahil Gupta
Quick answers generated from the profile data available on this page.
What company does Sahil Gupta work for?
Sahil Gupta works for UMass BioNLP Lab.
What is Sahil Gupta's role at UMass BioNLP Lab?
Sahil Gupta is listed as Graduate Researcher at UMass BioNLP Lab.
Where is Sahil Gupta based?
Sahil Gupta is based in Amherst, Massachusetts, United States while working with UMass BioNLP Lab.
What companies has Sahil Gupta worked for?
Sahil Gupta has worked for Umass Bionlp Lab, Maq Software, Mendel.Ai, Audioshelf, and Altius Strategic Consulting.
How can I contact Sahil Gupta?
You can use AeroLeads to view verified contact signals for Sahil Gupta at UMass BioNLP Lab, including work email, phone, and LinkedIn data when available.
What schools did Sahil Gupta attend?
Sahil Gupta holds Master'S Degree, Computer Science from University Of Massachusetts Amherst.
What skills is Sahil Gupta known for?
Sahil Gupta is listed with skills including Mathematics, Website Development, Html5, Cascading Style Sheets, Badminton, C++, Eclipse, and Leadership.
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