Isaac Gutterman
Belmont
Overview
2
2
years of professional experience
Work History
Team C (Computation) Lead
Massachusetts Institute of Technology
06.2024 - Current
- Managed a team of 16 members, including undergraduate freshmen, graduate students, and post-doctoral researchers, to advance the capabilities of the Mantis platform.
- Led team meetings, assigned tasks, and provided guidance to ensure alignment with project goals.
- Reviewed and approved pull requests, ensuring code quality and adherence to best practices.
- Spearheaded the computation of advanced metrics on text embeddings to analyze and interpret the latent spaces of CSV datasets containing up to 1,000,000 rows.
- Contributed to enhancing the platform’s ability to process large-scale data and generate meaningful insights, facilitating more efficient and intuitive data interaction for end users
Lead Software Engineer
Massachusetts Institute of Technology
02.2024 - 08.2024
- Collaborated with a cohort of high school students to engineer a 3D learning-based game designed for nationwide educational use.
- Developed a 3D map by reducing 3072-dimensional embeddings of Khan Academy transcripts into 3D coordinates, enabling an intuitive and interactive learning environment.
- Designed AI agents as character-teachers for each location, training them on specific transcripts to deliver personalized and topic-focused instruction.
- Contributed to full-stack development, including data visualization, AI agent design, and integration with a Heroku Postgres database to store user progress.
- Created a Teacher Mode feature to enable educators to monitor and analyze student progress in real-time, enhancing the platform's utility for classroom settings.
Machine Learning Teacher
The RoboHub
08.2024 - Current
- Designed and taught a comprehensive 5-day AI and Machine Learning class to high school students from across the United States.
- Delivered lessons on diverse topics:
- Day 1: Numerical data science, focusing on regression and statistical prediction models.
Day 2: Text embeddings and applying AI for text-based data science.
Day 3: AI agents, emphasizing Retrieval-Augmented Generation (RAG).
Day 4: Data scraping and cleaning techniques.
Day 5: Building business models and applying AI concepts to real-world entrepreneurial projects.
- Mentored students as they developed and presented their own AI-driven projects, culminating in final presentations a week later.
- Fostered a hands-on, project-based learning environment to equip students with both theoretical knowledge and practical AI skills.
Competitive Programming
Hobby
10.2024 - Current
- Competed in international Codeforces contests, solving complex algorithmic problems under timed conditions.
- Preparing to compete in the USA Computing Olympiad (USACO) in January 2025, testing my skills against the best in the USA.
- Dedicated to continuous improvement through online courses, practicing on LeetCode, and studying historical USACO competition problems.
Manager of Bussers
Hanami Sushi Bar & Grill
06.2023 - Current
- Managed table turnover on Friday and Saturday nights, ensuring readiness for the next guests and maintaining high standards of cleanliness and efficiency.
- Collaborated with the owner and partners to address team challenges, provide feedback on busser performance, and participate in hiring decisions.
AI Curriculum Consultant
West Nottingham Academy
08.2024 - Current
- Collaborated with teachers and administrators to guide the integration of AI technologies into classroom settings.
- Introduced and provided training on tools such as the Mantis platform, enhancing classroom engagement and enabling innovative approaches to education.
- Worked closely with educators to adapt AI solutions to their specific needs, fostering a deeper understanding of AI's potential in educational environments.
Education
High School Diploma -
Dexter Southfield
Brookline, MA05-2025
Skills
- Expertise in C and C
- Machine learning and AI integration
- Project team leadership
- React Native Developer
- Django framework
Timeline
Competitive Programming
Hobby
10.2024 - Current
Machine Learning Teacher
The RoboHub
08.2024 - Current
AI Curriculum Consultant
West Nottingham Academy
08.2024 - Current
Team C (Computation) Lead
Massachusetts Institute of Technology
06.2024 - Current
Lead Software Engineer
Massachusetts Institute of Technology
02.2024 - 08.2024
Manager of Bussers
Hanami Sushi Bar & Grill
06.2023 - Current
High School Diploma -
Dexter Southfield
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