At Indiana University, our work in the Kelley School of Business is at the forefront of evaluating large language models for cybersecurity. Our team's dedication to developing reliable technologies is reflected in our project to minimize hallucinations in LLMs, ensuring their dependability. With a Master's in Computer Science underway, my academic endeavors complement my practical experiences.Previously at IDeaS Revenue Solutions, our efforts to overhaul the IBank platform with a Python-based tool significantly cut computation times. This role allowed me to cultivate my proficiency in WebAssembly and AWS, as well as my commitment to automating and streamlining processes, which collectively saved hundreds of hours and bolstered data analytics for global clients. These experiences underscore my focus on innovation and efficiency in the tech landscape.
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Founding EngineerMoss (Yc F25)Santa Clara, Ca, Us
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Graduate Teaching AssistantIndiana University Luddy School Of Informatics, Computing, And Engineering Aug 2024 - PresentBloomington, Indiana, United States -
Graduate Research AssistantIndiana University - Kelley School Of Business Mar 2024 - PresentBloomington, Indiana, United States•Evaluating and studying the behavior of large language models (LLMs).•Conducting tests on various LLMs available through Hugging Face to identify cybersecurity vulnerabilities.•Developing methods to reduce hallucinations and enhance the reliability of LLMs. -
Machine Learning InternOutspeed Jun 2024 - Oct 2024San Francisco, California, United StatesContributed to the development of an in-house fine-tuned LLM using Llama 3.1, reducing reliance on the ChatGPT API.Produced and deployed streaming APIs for STT (speech-to-text) and TTS (text-to-speech) modules using Whisper and WebSocket on an EC2 instance.Successfully optimized the entire speech-to-speech pipeline to operate with a latency of under 800ms, enhancing real-time processing capabilities. -
Software Developer InternIdeas Revenue Solutions Jul 2022 - Jan 2023Pune, Maharashtra, India•Revamped the IBank platform with a Python-based multithreaded visualization tool, cutting computation times by up to 10%.•Streamlined data analytics for global hotel companies by computing 10 complex graphs, enhancing efficiency and clarity in data interpretation.•Automated repetitive tasks such as Excel charting and macros, saving over 500 hours of manual work and significantly improving productivity.•Galvanized a solid data validation system with PowerBI, salesforce and Python, running 8 essential tests to guarantee training-purpose data quality and applicability. Once verified the system produced detailed report on its own and sent it to the officers. -
Software Developer InternQuidich Innovation Labs May 2022 - Jun 2022Mumbai, Maharashtra, India•Spearheaded development of an innovative algorithm, designed to forecast precise time stamp at which a cricketer would throw the ball during an over. By integrating rule-based parameters and player-coordinate data, algorithm attained an impressive accuracy rate of 95%.•Reimagined an object tracking system in the Yolo model, assigning unique IDs and retaining memory for each detected object. The upgrade improved operators’ situational awareness by 90%. -
Software Developer InternAzodha Sep 2021 - Apr 2022United States•Pioneered Open-Notif an application serving as a comprehensive user-company connection solution which could be accessed in form of Command-line interface. The application leveraged Pub/Sub, AWS Chalice, MongoDB and external APIs, with swift processing of 3 seconds timeframe.•Redefined NLP framework for the Ringisho app, deploying models such as profanity detection with a 95 percent accuracy rate and phrase recommendation, all hosted as FastAPI endpoints on GCP Compute Engine.•Catalyzed an advanced web-based KYC platform utilizing WebAssembly, TensorflowJS and OpenCV. User identity verification was done with Top3 accuracy of 90%, by processing data on client-side, enhancing security and efficiency.
Yatharth Kapadia Skills
Yatharth Kapadia Education Details
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Computer Science -
9.32 -
Arihant Public School Kota
Frequently Asked Questions about Yatharth Kapadia
What company does Yatharth Kapadia work for?
Yatharth Kapadia works for Moss (Yc F25)
What is Yatharth Kapadia's role at the current company?
Yatharth Kapadia's current role is Founding Engineer.
What schools did Yatharth Kapadia attend?
Yatharth Kapadia attended Indiana University Bloomington, Engineering@mitwpu, Arihant Public School Kota.
What skills is Yatharth Kapadia known for?
Yatharth Kapadia has skills like Python, Data Structures, Tensorflow, Machine Learning, Algorithms, Deep Learning, Ethical Hacking, C++.
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YATHARTH KAPADIA
Studying Msc In Manufacturing Technology At Tu Dortmund||Mechanical Intern At Motion Automotive ||Summer Intern At Ceat Tyres ||Treasurer | Powertrain - Team Phoenix Racing || Placement Coordinator || Me Nit, SuratDortmund -
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