amabelle alcala

— experience —

• the walt disney companyjun–sep 2026

  software engineer intern — seattle

  built a cursor-rules library (rest api + mcp server: python, fastmcp, sqlite) that makes company coding standards installable by ai agents — 4 tools, a cli, 118 tests, approved for disney-wide rollout. wrote the rust secret scanner gating all ci, and a rust cli that compresses agent context via content-addressed chunking.

• columbia daily spectatorjan 2026 — now

  data visualization developer — nyc

  turn unstructured reporting data into published, editorial-grade nlp-driven visualizations for student media with python, tableau & illustrator.

• accenture — selective extensionaug 2025 — jan 2026

  software engineer intern — nyc

  built an outlook→jira multi-agent system for a global automotive client’s it support (langgraph, ms graph, azure, aws lambda/bedrock) that cut manual triage 85%, with parallel web + enterprise retrieval, cited responses, and secure mongodb memory.

• accenturemay–aug 2025

  software engineer intern — los angeles

  built an ad-analytics app for a major streaming client (python, pandas, streamlit) consolidating 16+ months of multi-region excel reports, and a clip/faiss semantic asset-search prototype for a global media client scaled toward 20m+ media assets.

— projects —

• pb2 host classifierp-001 · 2025

  predicts influenza a host species from the pb2 protein sequence using the esm-2 language model. 90.97% test accuracy (chance = 33%) with a random forest over frozen embeddings.

  python · esm-2 · pytorch · scikit-learngithub ↗
• culpa review compassp-002 · 2026

  an interactive scatter "compass" for 300 columbia culpa reviews — zero-shot classification (bart-mnli) and roberta sentiment place each review on two axes, shipped as a published plotly graphic for spectator.

  python · transformers · plotly · pandasgithub ↗
• database lookup enginep-003 · 2025

  a record lookup engine in c — parses a structured data file into an in-memory index and answers queries with careful manual memory management.

  c · manual memory mgmt · pointers · file i/ogist · password required →
• mini http serverp-004 · 2024

  a minimal http/1.1 server in c handling concurrent client connections over raw sockets — request parsing, routing, and static file serving.

  c · sockets · http/1.1 · concurrencygist · password required →

— stack —

c, c++, python, rust, javascript, java · pytorch, tensorflow, clip, faiss, langchain/langgraph, aws (lambda, bedrock), azure, sql, rest, streamlit, hugging face, tableau, power bi, git, unix