Ishan Patel

About Ishan Patel

I’m a Software Engineer and Machine Learning Engineer with a passion for building scalable infrastructure, intelligent systems, and high-performance applications. With 3+ years of experience spanning ML systems, distributed data pipelines, and full-stack development, I combine engineering rigor with a deep understanding of applied AI. At Pyronis AI, I built LLM deployment infrastructure and AI agent frameworks, optimizing inference with quantization and tensor parallelism to deliver 3× faster performance on GPU clusters. At Cisco, I automated core debugging workflows and developed full-stack tools that improved efficiency and reliability for large-scale systems. At GreyOrange Robotics, I designed real-time and batch data pipelines with Kafka, Flask, and SQLAlchemy, improving throughput by 100% and cutting orchestration time to zero, while also deploying ML models that reduced operational costs by 30%. I hold a Master’s in Computer Science from UT Dallas (Class of 2025), where I specialized in machine learning, distributed systems, and big data platforms. My projects range from real-time sentiment analytics pipelines (Kafka + Spark + Elasticsearch) to automatic differentiation engines for deep learning and LLM-powered natural language interfaces to databases. These experiences strengthened my expertise in dataset management, scalable ML infrastructure, and data-driven problem-solving. I’m excited about opportunities where I can design large-scale data and compute infrastructure, build automated pipelines for ML, and collaborate with world-class researchers and engineers to advance AI systems. Whether it’s AI/robotics research, trust & safety abuse detection, or large-scale ML system design, I thrive at the intersection of infrastructure, intelligence, and impact.

Experience

1. Ai Software Engineer

   Pyronis, Inc

   Sep 2025 — Present

   Skills : Python, Software Design, Rust, Agentic AI (Agents, AI), Machine Learning (ML)

Education

• The University of Texas at Dallas

  Master of Science - MS

  2023 — 2025

• Birla Institute of Technology and Science, Pilani - Goa Campus

  Bachelor of Engineering - BE

  2017 — 2021

• Udgam School for Children - India

  High School

  2015 — 2017