Siddharth Tayi

About Siddharth Tayi

Hello World! Data enthusiasts and fellow anime geeks, assemble! I\'m Siddharth Tayi, and…

Experience

1. Ai-ml Engineer - Intern

   Copart

   Feb 2025 — Present · Dallas, TX, US

   Successfully solved a critical business problem for the CEO using AI Agents and (MCP): Developed and deployed an AI-driven solution using agents framework: crewai to efficiently identify stores near Copart yards and retrieve their associated salary information: reducing analysis time from weeks to hours. Visualized findings via Tableau and Streamlit dashboards- Experience with various LLMs and their applications: implemented and integrated models (openai) within RAG systems, demonstrating proficiency in fine-tuning and optimization- Built autonomous, self-scheduling AI agents using CrewAI and n8n for quarterly deep research tasks; validated and merged outputs with internal databases using GCP Big Query to automate reporting workflows at scale- Trained deep learning models (PyTorch, YOLO) on 1M+ images using Vertex AI on (GCP) for person detection- Developed a comprehensive RAG evaluation framework: Created a robust framework for evaluating RAG system performance, including the development of novel metrics to measure, leading to data-driven improvements in system design and functionality- Developed and implemented multiple production-ready prompt engineering solutions: Designed and deployed multiple prompt engineering solutions for legal tax, invoice, payment instrument documents, leading to a 60% increase in production- Leveraged advanced computer vision techniques for sophisticated image analysis: Applied image classification techniques using opencv, scikit-learn, and tensorflow to analyze lot images for image enhancements- Designed, developed, and tested REST APIs using Flask, and Fast API and integrated them seamlessly using tools like Postman, ensuring efficient data exchange and system interoperability- Proficient in various AI/ML technologies and frameworks: strong expertise in OpenAI, Langchain, APIs, scikit-learn, tensorflow, opencv, crewai, n8n

Education

• University of Colorado Boulder

  Master's degree, Data science

• BV Raju Institute of Technology (BVRIT)

  Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering

  2017 — 2021