khizar@site:~/projects$ cat panda.md
namePanda
eventHack The Student Life 2026
dateMar 2026
stackPython / FastAPI / HTML/CSS/JS / AWS Bedrock / DynamoDB / NumPy
aboutA discovery app that matched students to faculty opportunities and generated AI-assisted outreach starting points.
-Built for Challenge Area 3 at Hack The Student Life 2026 to improve network visibility and personalized matching between students and faculty.
-Scraped and enriched profiles for 85 UofT CS professors, generated embeddings with Amazon Bedrock Titan, and implemented semantic search with cosine similarity.
-Used Amazon Bedrock Nova models to generate paper summaries, outreach ideas, and cold-email drafts from uploaded student resumes while logging search activity to DynamoDB.