Agentic AI Workflow @ Postman
End-to-end multi-agent system for semantic code retrieval
Architected a CrewAI + LangChain pipeline with ChromaDB vector search, reducing agent query latency by 40% and indexing 10k+ code embeddings.
Work
A curated selection of projects in AI, machine learning, and data science.
Deep Dive into Vision Transformers
Interpretability research on ViT sensitivity to data quality
Used YOLOv5 to generate 15k annotations, applied Grad-CAM + NMF factorization to visualize attention shifts, achieving 18% precision boost.
Safe-Feed MMoE Recommender
Multi-task learning with Mixture-of-Experts routing
Resolved cross-task gradient conflicts using MMoE architecture, boosting multi-task prediction accuracy by 4% over Shared Bottom baseline.
GraphEidos Dataset
Published dataset on visual rhetoric in digital humanities
Co-authored open-access paper in JOHD. Engineered a modular Python pipeline to scrape and clean 3,274 publication records.