Dylan Kim
my experience
CS 2000 Teaching Assistant
Sep 2025 - Dec 2025
Boston, MA
- Facilitated weekly labs for 36 students, providing hands-on debugging support to reinforce course concepts
- Graded weekly assignments for 600+ students, delivering targeted feedback to enhance programming proficiency
- Conducted 4+ hours of weekly office hours, clarifying complex material and guiding students through coursework
- Led one-on-one tutoring sessions with students, providing personalized guidance and support to enhance understanding of course material
Software Engineer Intern
June 2025 - August 2025
The Woodlands, TX
- Built a multi-modal RAG pipeline with ChromaDB, supporting PDF, Excel, PowerPoint, and text ingestion with fixed-size chunking and vector embedding generation through Ollama and OpenAI models
- Optimized retrieval pipeline using query rewriting and cross-encoder re-ranking, achieving 93% retrieval accuracy
- Developed an LLM-powered analytics workflow that extracts and visualizes skills, KPIs, and role insights from job descriptions across 4 dynamic analytical views
- Designed REST APIs with FastAPI to serve real-time role data and skill trends from an Amazon S3 data lake, delivering sub-500ms response times


