cv

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Basics

Name Satyam Goyal
Label Computer Science Student
Email sagoyal@umich.edu
Url https://satgoy152.github.io/
Summary Junior at the University of Michigan, majoring in Computer Science with a strong focus on AI and machine learning.

Education

  • 2023.07 - 2026.05

    Ann Arbor, Michigan

    B.S.
    University of Michigan, Ann Arbor
    Computer Science
    • 442 (Computer Vision)
    • 445 (Machine Learning)
    • 281 (Data Structures)
    • 376 (Algorithm Design)
    • STATS: 280 (Data Analysis)
    • ROB: 101 (Linear Algebra)

Skills

Programming Languages
Python
Java
C++
Javascript
SQL
Ruby
Machine Learning Tools
OpenAI
LM Studio
PostgreSQL (VectorDB)
Langchain
Pandas
TensorFlow
Pytorch
Keras
Scikit-Learn
Cloud/Databases
AWS (EC2, Lambda, SES, Cloudwatch)
Kubernetes
Jenkins
Docker
CI/CD
Firebase
MySQL

Work

  • 2024.05 - 2024.09
    ML and Data Intern
    Optiwise Inc.
    Developed reports and databases from customer email data, created a recommendation system, and automated growth and marketing pipelines.
    • Enabled execution of efficient marketing campaigns using AWS Lambda functions, SQL, and PowerBI.
    • Improved user workflow by creating a recommendation system based on GPT4o, LangChain, and RAG.
    • Boosted sales productivity and cross-functional collaboration with advanced data analysis.
  • 2022.06 - 2022.09
    Open Source Contributor
    Open CV
    Published documentation and developed modules for object recognition and medical image processing.
    • Made access to state-of-the-art libraries more accessible.
  • 2022.06 - 2022.09
    Software Engineering Intern
    Harvard Medical School
    Contributed to an open-source pipeline for microscopic image analysis.
    • Decreased patient lab testing turnaround time by automating tasks.
    • Created quantification modules for post-processed cell images.

Research

Projects

  • 2024.07 - Present
    Tailored Academic & Resource Assistant (Tara)
    Developed an AI-Chatbot for University of Michigan students, providing personalized academic and career guidance.
    • Developed an AI-Chatbot using advanced LLM and RAG technologies.
    • Provided tailored recommendations and support by integrating real-time data on course offerings and student records.
    • Doubled response quality and decreased costs by 40% using novel semantic chunking methods for efficient data retrieval.
  • 2022.06 - 2022.09
    Myoga
    Built an AI-based virtual yoga instructor to make reliable access to yoga education and feedback widely accessible.
    • Tuned posture detection computer vision models for the purpose of yoga pose classification and assessment.
    • Publication on calculating yoga pose error based on real-time human key points location.
    • Currently over 3000 users.