cv
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Basics
Name | Satyam Goyal |
Label | Computer Science Student |
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
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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
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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.
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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.