Khush Gupta - ML & Systems Enthusiast

Khush Gupta

Machine Learning & Systems Enthusiast

About Me

Hello! I'm Khush, a passionate student at the University of Pennsylvania's Jerome Fisher Management and Technology Program. My journey in tech is driven by a deep fascination with Machine Learning and Systems Engineering. I love exploring the intricate world of algorithms and their real-world applications, always seeking to bridge the gap between theoretical concepts and practical solutions.

Whether it's developing cutting-edge ML models or optimizing distributed systems, I'm always eager to take on new challenges and push the boundaries of what's possible in tech. My goal is to contribute to innovations that make a meaningful impact on how we interact with and leverage technology in our daily lives.

Experience

Machine Learning Engineering Intern

Apple | May 2024 - Present

  • Reduced KPI prediction error by >10% using Mamba state-space model
  • Deployed models on AWS, using Spark, Hadoop, and Airflow
  • Automated Ad Review with fine-tuned Mistral LLM, increasing efficiency by 35%

Projects

Discus.ai

Open-source ML library for synthetic data generation and LLM fine-tuning. Gained 60+ stars and 300+ users in 2 months.

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AutoRegressive KAN Transformer

Custom decoder transformer with Kolmogorov-Arnold Network, achieving superior performance with fewer parameters.

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UNIX Operating System

Developed a UNIX-like OS with custom PCB, priority scheduler, and FAT file system.

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Solar Lot Predictor

2nd Place at HackHarvard. Full-stack app to calculate solar farm sustainability using satellite imagery and ML.

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Technical Skills

Languages

Java, Python, C, C++, PostgreSQL, Javascript, GraphQL, CUDA, Triton

Frameworks & Tools

PyTorch, JAX, Flask, Typescript, Next.js, Kafka, Spark, Hadoop, Airflow, Tensorflow, JUnit, Git, Docker, Google Cloud, AWS, VectorDBs, MongoDB, DynamoDB, Kubernetes

Concepts

Machine Learning, Deep Learning, Distributed System Design, Cloud Computing, Object-Oriented Programming, Frontend, Backend, REST API & API Design, Agile Methodologies, Test-Driven Development