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Sam O'Nuallain is listed as Honors CS + Economics @ UMass Amherst at X-Camp Academy, based in Needham Heights, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Sam O'Nuallain.
Sam O'Nuallain previously worked as Undergraduate Researcher at Center For Intelligent Information Retrieval and Teacher at X-Camp Academy. Sam O'Nuallain holds Bachelor Of Science - Bs, Double Major In Computer Science And Economics, 3.9 from University Of Massachusetts Amherst.
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I am a well-rounded, driven computer science student with demonstrated leadership and 3 summers of internship experience. I have had the pleasure to work on teams ranging from large Fortune 100 companies to smaller fast-paced organizations, using my software engineering knowledge and communication skills to get the job done. This past summer I was a software engineer intern at XCamp Academy, where I was responsible for designing and implementing an LLM-powered coding tutor for 2,000+ students across the US and China.I am currently searching for a Summer '25 software engineer internship where I can expand on my skills in machine learning and generative AI, and where I can learn more about turning these emerging technologies into useful products.Contact me here: samonuall@gmail.comCheck out some of my projects here: https://samonuall.github.io/
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Amherst, Massachusetts, United States
Researching how retrieval models can enhance and adapt to LLMs, as part of an NSF-funded REURunning experiments on LLMs using Python, HuggingFace API, and open-source text data
Teaching multiple classes of 20+ middle schoolers foundational Python skills at the top feeder program for the USA Computing OlympiadPreparing engaging activities and class structure, communicating with parents, and teaching weekly remote classes
Built an LLM-powered coding tutor for 2,000+ students across the US and ChinaCollaborated with the CEO and IT team to deploy the chatbot using LangChain, React, and OpenAI APIOverhauled the chatbot prototype by adding multi-threading and session-based concurrency in Flask and React, enabling multi-user functionality and scalable message storageAutomated.
Conducted research with a team of undergraduate students under the guidance of a PhD mentor on fine tuning LLMs for system initative prediction.Used hugging face libraries and pandas to finetune llama-2-7b on a classification task using MSDialog data. Presented final findings to other members of the program
Lead a team of 7 in a pro-bono tech consulting group to build and launch a full stack website for a UMass research groupCoordinate with client, run weekly standup meetings, and assign tasks for frontend and backendDesigning and implementing website software primarily on the frontend, using Typescript, React, Material UI, and Contentful, delivered MVP to.
- Worked on the data team of a tech demo showcasing the capabilities of the LM 400 with a more accelerated and experimental development cycle than most projects- Responsible for writing, testing, and integrating C++ and Python code on a large codebase in Agile-based sprints alongside a large team of software engineers
- Worked in Enterprise Flight Software team remotely using Agile methodology, Docker containerization, and GitLab- Responsible for writing embedded C++ software for both Linux and Real Time Operating Systems, performing unit testing, integration testing, and coordinating with other software teams- One of my tasks was to create a wrapper messaging service.
- Managed programming board for social events, and helping to run weekly team meetings- Managed activities budget for residence halls consisting of 600+ students
Massachusetts, United States
- Worked with 3 other TA’s to aid a MIT LL employee in running a fully remote summer engineering course for 24 high school juniors from across America- Coordinated with MIT LL engineers to create labs centered around using python and opencv to utilize the bluetooth and camera capabilities of a raspberry pi
Activities and Societies: BUILD UMass Peer Tutor Dean's List
Activities and Societies: Engineering Club, T1 Diabetes Club, Winter & Spring Track, National Honor Society
STEM program for rising seniors across the US ran by MIT Lincoln Laboratories faculty. I was in the CubeSat course, which resulted in.
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Sam O'Nuallain works for X-Camp Academy.
Sam O'Nuallain is listed as Honors CS + Economics @ UMass Amherst at X-Camp Academy.
Sam O'Nuallain is based in Needham Heights, Massachusetts, United States while working with X-Camp Academy.
Sam O'Nuallain has worked for Center For Intelligent Information Retrieval, X-Camp Academy, University Of Massachusetts Amherst, Build Umass, and Lockheed Martin.
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Sam O'Nuallain holds Bachelor Of Science - Bs, Double Major In Computer Science And Economics, 3.9 from University Of Massachusetts Amherst.
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