Grace Lin Email & Phone Number

Washington, DC, US

Fairfax, VA, US

• Spearheading state-of-the-art generation of relayable synthetic crack-segmented images and unbiased device classification to maximize precision of e-waste processing.
• Built and trained contrastive learning models to classify raw discarded mobile devices by model type for internal component sortation
• Researching image augmentation overlay pipeline to transparently scale overlays while preserving aspect ratios
• Optimized ML algorithm to autonomously remove device orientation and… Show more Spearheading state-of-the-art generation of relayable synthetic crack-segmented images and unbiased device classification to maximize.
• Optimized ML algorithm to autonomously remove device orientation and color bias with photorealistic image production, improving confidence by 39% Show less

• Led implementation of ML models trained to auto-fill public offerings contracts based on cURL and bulk SEC EDGAR data.
• Implemented data filtering and sorting algorithm to parse bulk EDGAR Form 1-A and S-3 filings to develop autonomous financial filing system
• Conducted research (paper) and organized security non-registration strategy via SPV for blockchain regulatory analysis

• Assisted in pedagogical research surrounding classification by CMU coding scheme of Docuscope-based student writings with the CMU Data Science Department TeachStat Lab.
• Extracted BERT embeddings from past student projects with bi-encoders and word embeddings to build SBERT model
• Classified sample sentences with k-NN node, estimating with cosine similarity and random forest

• Collaboration with the technology team to optimize company performance in both its pre- and post-seed phases.
• Developed algorithm to autonomously parse federal grants by relevance and applicability
• Creating best dashboard UI to enhance client experience accessing mobile charging hub reports
• Upgraded website to highlight company’s revolutionization of electronic vehicle infrastructure industry

Virginia, United States

• Created and managed social media content for mentorship project focused on developing advanced STEAM curriculum for thousands of underprivileged K-12 students.
• Taught self-devised coding and other STEM curricula at welfare institutions across the DMV
• Produced animated videos in 3D & educational course for remote student engagement during the Covid-19 pandemic
• Organized dozens of summer enrichment events for DMV-area family shelters and supply collection drives

• Communicated with hundreds of homeowners, HOAs, and brokers to curate niche market trends and demographical data.
• Designed interior design simulations using Photoshop and Procreate to advise open house stagings
• Organized dozens of coverage events and workshop models- analyzing client feedback to boost representation rates
• Ran agents’ real estate marketplaces, social media accounts, and brand websites

Education record

Activities and Societies: IRIS Lunar Rover Frontend Developer, Data Science Club, Women in Business

Education record