Education
University of California, Davis
Bachelor of Science
Computer Science and Engineering
2019 - 2023
Work Experience
Amazon
SDE 2
April 2025 - Ongoing
Sunnyvale, CA
- Working on developing and maintaining Amazon's catalog contribution ingestion pipelineWorking on developing and maintaining Amazon's catalog contribution ingestion pipeline
Amazon
SDE 1
July 2023 - April 2025
Sunnyvale, CA
- https://www.aboutamazon.com/news/innovation-at-amazon/amazon-generative-ai-powered-product-listings Worked on allowing Amazon selling partners by using our GenAI listing tools to quickly and easily create high-quality product pages on Amazon.com.
- Worked on reducing shared code dependency for legacy systems by separating deployment pipelines reducing build times by over 80%
Amazon
SDE Intern
June 2022 - Sep 2022
Seatle, WA
- Managed to create a Code Analyzerthat detects bugs and enforces coding practices before deployment which would be used by over 8 teams consisting of over 100 users
- Worked with Java and Typescript while building Lambdas, SNS Topics, Pipelines, VPCs, Hosted Zones.
Opal, LLC.
Junior Developer
Sep 2021 - June 2022
Remote
- Working with Flask, Django and, ReactJs to create a online NFT marketplace
- Leading the Social Media team which is developing a social media platform for users to interact with each other
Google Developer Student Club, UC Davis
Web Developer, Tech Lead
February 2020 - July 2022
Davis, CA
- Created the website for Google Developer Student Club, UC Davis using dynamic JavaScript, HTML and CSS. Part of the team that created an Student taught Kotlin Android course.
Bit Project
Workshop Lead
Oct 2019 - Feb 2020
Davis, CA
- Got the chance to work closely with companies such as MongoDB, Pusher and, Twitterto host workshops with 50+ audience members.
- Created various tutorials and learnt MERN Stack, Twitter API, Website designing, JavaScript.
Niyantras
Intern
May 2019 - Aug 2020
Vadodara, IN
- Helped to create a BLE based IOT solution forlow budget systems.
- Worked on researching different modules and programmed a Raspberry PI to interact with their mobile app
Projects
HashiruAI
April 2025 - June 2025
GradioHugging FaceAgentic AIGenAI
- The Expert Orchestrator AI: Dynamically Adapting, Budget-Aware, and Precisely Tailored to Your Needs
- A dynamic multi-agent system achieves adaptability and intelligence through on-demand skill learning and information integration, while intelligently managing resources to minimize costs by using expensive models only when necessary for a personalized experience.
- Improved the gem5 Resource Infrastructure by implementing advanced search functionality for resource discovery within the gem5 ecosystem.
- Introduced a comprehensive resource categorization system, allowing users to access specific resource types based on the irrequirements.
- Expanded gem5's database support by integrating various options, providing users with multiple choices for storing,retrieving, and managing resources.
- QuixFolio is an easy-to-use tool that helps you build professional portfolios in just minutes.
- QuixFolio is completely open-source.
- Simply select a template, add your information, and QuixFolio will take care of the rest. It will even host your portfolio on GitHub pages for you!
- Over 190 visitors and 1000+ page views in the first week of alpha.
- Allows the Google Stadia Controllerto be used wirelessly with the use of websockets.
- Has 450+ stars and has been featured on multiple articles including The Verge, Ars Technica, and Digital Trends.
- An app forthose with diet restrictions, tells if safe to eat using an image of the ingredients
- Most Social Good Hack, Second best use of Google Cloud Platform at HackDavis.
- One of the top 20 solutions at Google's Solution Challenge.
Publications
HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization
paper
Kunal Pai, Parth Shah, Harshil Patel
arXiv
Rapid Large Language Model (LLM) advancements are fueling autonomous Multi-Agent System (MAS) development. However, current frameworks often lack flexibility, resource awareness, model diversity, and autonomous tool creation. This paper introduces HASHIRU (Hierarchical Agent System for Hybrid Intelligent Resource Utilization), a novel MAS framework enhancing flexibility, resource efficiency, and adaptability. HASHIRU features a "CEO" agent dynamically managing specialized "employee" agents, instantiated based on task needs and resource constraints (cost, memory). Its hybrid intelligence prioritizes smaller, local LLMs (via Ollama) while flexibly using external APIs and larger models when necessary. An economic model with hiring/firing costs promotes team stability and efficient resource allocation. The system also includes autonomous API tool creation and a memory function. Evaluations on tasks like academic paper review (58% success), safety assessments (100% on a JailbreakBench subset), and complex reasoning (outperforming Gemini 2.0 Flash on GSM8K: 96% vs. 61%; JEEBench: 80% vs. 68.3%; SVAMP: 92% vs. 84%) demonstrate HASHIRU's capabilities. Case studies illustrate its self-improvement via autonomous cost model generation, tool integration, and budget management. HASHIRU offers a promising approach for more robust, efficient, and adaptable MAS through dynamic hierarchical control, resource-aware hybrid intelligence, and autonomous functional extension. Source code and benchmarks are available at this https URL and this https URL respectively, and a live demo is available at this https URL upon request.
Agentic AIGenAIMultiAgent Framework
gem5 Vision
poster
Parth Shah, Kunal Pai, Harshil Patel, Arslan Ali
ISCA 2023: gem5 Workshop
The gem5 Vision Project seeks to improve user-friendliness and accessibility by introducing advanced search functionality, comprehensive resource categorization, and expanded database support within the gem5 ecosystem for researchers and developers.
Computer Architecture
Awards
Amazon
Bias for Action Award
2024HackDavis
Best Use of GitHub
2023SacHacks
Best Local Hack
2022HackDavis
1st
2022HackDavis
2nd
2021PennApps XXI
Top 30
2020Google Solution Challenge
Top 20
2020HackDavis
Best Social Good Hack, Best Use of Google Cloud
2020