Brian Rapanan Email & Phone Number

Cambridge, Ma, Us

Boston, Massachusetts, United States

Summer 2024 AI Engineering Intern

Cambridge, Massachusetts, United States

• Developing data valuation methods to compute relevance & diversity scores of a seller dataset relative to a buyer’s data with PCA-based techniques; benchmarking results with model performance experiments, OpenDataVal metrics• Designing experiments on image & text data w/ noise such as blurring, rotation, word-swaps; measuring impacts on downstream valuation scores, classification tasks, embeddings w/ LLMs & pretrained models (CLIP, GPT, ResNet)

Milwaukee, Wisconsin, United States

• Built NLP email classification model (85% accuracy) to classify emails as risk compliant/non-compliant; extracted most influential features (n-grams) from classifier as terms to flag in company-wide email monitoring system• Implemented statistical analysis methods w/ Python + SQL on email database to detect phrases that were flagged but low/non-risk; removal from email monitoring system cut false flag volume significantly, decreased review times

Miami, Florida, United States

• Tested performance of patented ratings algorithm by fetching ratings data from various APIs (Reddit, MovieLens, Yelp), feeding data through algorithm, and analyzing resulting rating distributions, post/user rankings, rewards, etc.• Conducted research on existing monetized ratings systems (i.e. Reddit MOONs); analyzed voting volume/distribution, payouts, average post rating, etc. to aid in design of Chromatic’s fair voting & reward system

Cambridge, Massachusetts, United States

• Analyzed spoken language data from AI-powered application aimed at enhancing parent-child interactions during reading/early literacy interactions

Lake Forest, Illinois, United States

• Assisted in the organization of tournaments, outings, and daily member play• Prepared and maintained driving range and course facilities for member use• Established and maintained professional and friendly relations between staff and members to maximize member satisfaction

Bachelor Of Science - Bs, Artificial Intelligence And Decision Making

Activities and Societies: Undergraduate Research, MIT Varsity Baseball, Camp Kesem, Chi Phi Fraternity - Beta Chapter

High School Diploma

Activities and Societies: Varsity Baseball, National Honor Society, Spanish National Honor Society, Concert/Marching Band, Future Business.