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Aditya Soni is listed as AI & NLP @ Carnegie Mellon University | CS @ IIT Kharagpur | Google at All Hands AI, based in Pittsburgh, Pennsylvania, United States. AeroLeads shows a matched LinkedIn profile for Aditya Soni.
Aditya Soni previously worked as Graduate Research Assistant at All Hands Ai and Undergraduate Researcher at Indian Institute Of Technology, Kharagpur. Aditya Soni holds Master Of Science - Ms, Artificial Intelligence And Natural Language Processing from Carnegie Mellon University.
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I am a Master's student in the Language Technologies Institute, School of Computer Science, CMU. My interests broadly lie in Artificial Intelligence and Natural Language Processing. In particular, I am interested in using large multimodal models to build generic AI agents capable of doing tasks like code generation, web browsing, multimodal question-answering and reasoning. During my Bachelor's degree, I worked on evaluating the adversarial robustness of LLMs and auditing ML models for social biases. I have also done a Software Engineering Internship at Google.
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Pittsburgh, Pennsylvania, United States
Advisor: Prof. Graham Neubig1. Building AI coding agents that can process multimodal data, including images, web-pages and PDFs.2. Aim to improve performance on benchmarks that evaluate web navigation, document understanding, and visual reasoning.
Kharagpur, West Bengal, India
Title: Learning Task Agnostic Triggers for Auditing API-based LLMsBachelor's Thesis Project (nominated for Best Bachelor's Thesis Project Award)1. Developed an algorithm to audit the adversarial robustness of API-based LLMs (like GPT-3.5 Turbo).2. Deployed gradient-based adversarial attacks to learn input-agnostic and task-agnostic triggers that could significantly degrade LLM performance across various tasks like translation, sentiment analysis, question-answering, and natural language inference.Advisors: Prof. Somak Aditya and Prof. Mainack Mondal
Hyderabad, Telangana, India
Worked in Google Cloud's Metering team. Developed an efficient pipeline to compute and export various storage consumption metrics of Google Cloud customers. The pipeline reduced the delay involved in metric computation by 73% (from 30 hours to 8 hours). I also received a pre-placement offer from Google for the full-time software engineer role.
Kharagpur, West Bengal, India
Title: AuditLP: A Comprehensive Dataset and Benchmark for Studying Social Biases Encoded in WikidataDeveloped a dataset to benchmark the impact of social biases encoded in the Wikidata Knowledge Graph on the downstream ML models trained for the task of link prediction.Advisor: Prof. Animesh Mukherjee
Advisor: Prof. Graham Neubig
Department Rank 2 Nominated for the Best Bachelor's Thesis Award (among the top-5 candidates in CSE Dept.) Awarded Chanakya Fellowship.
Ranked 2nd in school.
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Aditya Soni works for All Hands AI.
Aditya Soni is listed as AI & NLP @ Carnegie Mellon University | CS @ IIT Kharagpur | Google at All Hands AI.
Aditya Soni is based in Pittsburgh, Pennsylvania, United States while working with All Hands AI.
Aditya Soni has worked for All Hands Ai, Indian Institute Of Technology, Kharagpur, Google, and Cnerg - Complex Networks Research Group, Iit Kharagpur.
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Aditya Soni holds Master Of Science - Ms, Artificial Intelligence And Natural Language Processing from Carnegie Mellon University.
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