Amelia Zhang
Third-year Computer Engineering + AI @ the University of Toronto. Interested in post-training, multimodal models & RAG
SWE intern at TD Bank, Sept–Dec 2026 · Seeking 2027 winter and summer co-op.
Selected work
- 01Grounded-RAG via RLPost-trained Qwen2.5-1.5B for faithful mental-health QA. DPO + GRPO with a human-calibrated verifier.Jun–Jul 2026RLAIF
- 02AURALed 22 people on four fine-tuned classifiers. Owned the shared pipeline and evaluation harness.Oct 2025 – Jun 2026Multimodal
- 03Multimodal cold-start recommendationFine-tuning a VLM for product recommendation without interaction history. In progress.In progressVLM
- 04Ask-TapeBSolo full-stack GenAI assistant. FastAPI, Next.js, Supabase, ChromaDB, multi-candidate scoring.Jun 2025 – presentFull-stack
- 05The TravellerC++ routing engine over real map data. A*, ACO, simulated annealing. 6 of 74 teams.Jan–Apr 2025C++
- 06bonjour-francais-skill★ StarstruckReleased Claude Agent Skill generating A1–A2 French worksheets and annotated answer keys as A4 PDFs.ReleasedClaude Skill
- 07quant-dev-prep-skillReleased Claude Agent Skill for quant dev interview prep. Longitudinal mistake tracking across four tracks.ReleasedClaude Skill
In progress
PokiFocus
iOS AR productivity app pairing an anime-style 3D virtual pet with a Pomodoro timer. Swift, ARKit, RealityKit.
Publication
Zhang, X., Wang, A., Li, D., Shen, W. Monkeypox Case Prediction with Machine Learning. 2023 International Conference on Computer, Machine Learning and Artificial Intelligence, San Francisco. Time-series forecasting with Facebook Prophet, 6% MAPE.