Archit Kumar Email & Phone Number

Burlington, MA, US

Boston, Massachusetts, United States

• Extracted innovative property insights for 3,500 different polymers across 50,000 Material Science papers. Research published on Materials Data Facility.
• Built a client tool that recommends sustainable alternatives to traditional plastic sources using property insights from these 3,500 polymers.
• Generated vector embeddings of the papers and performed n-nearest neighbors analysis to identify materials with similar properties for potential replacements. Used t-SNE and u-MAP to visualize data.
• Used prompt engineering to refine the extraction of material property data through GPT-4o-mini to ensure more reliable polymer analysis. This method cut research costs by 15x.

Ashburn, Virginia, United States

• Reduced IT report analysis time from 5 hours to 5 minutes by applying LLMs and prompt engineering to summarize a Change Request Database.
• Improved change request risk evaluation accuracy by 20% by developing a Machine Learning algorithm to automate this process.
• Automated document information extraction for internal software by implementing OCR, enhancing efficiency and accuracy.
• Advised C-suite executives on integrating automated IT processes to align tech initiatives with overall business strategy.

Minneapolis, Minnesota, United States

• Helped increase camp registration by ~2,000 students by developing and launching a marketable online curriculum for remote students.
• Engineered evidence files for pods of ~20 and lectured about ethics/philosophy, research, speech techniques and critical thinking.
• Leveraged qualifications as a nationally ranked Top 20 LD Debater to enhance the program’s credibility and impact.

Medford, Massachusetts, United States

• Enhanced camera sensor performance for extreme weather through CV tasks like image classification and eye-tracking.
• Created and analyzed an eye-tracking dataset providing insight on human oculomotor strategies while driving a car.
• Helped secure funding for the AI-driven startup and had it shortlisted as an Innovation Project at a G12 summit.

Bachelor'S Degree, Computer Science, Junior

Activities and Societies: Spark Project Team - Helped with website development. Responsibilities included integrating multimedia content.

High School

Activities and Societies: Tennis Team Captain (2022), Debate Team Captain (2021-2022), Global Citizenship Corps Co-President, Varsity.