I’m a Computer Engineer from Miami, Florida, now finishing an M.S. in Computer Science (Data Science & AI) at Florida International University. I’ve doubled‑down on production‑ready, AI‑powered software in healthcare, finance, and media—from retrieval‑augmented pipelines that price hospital accounts in seconds to a Flutter social network for movie buffs. I’m happiest shipping tools that turn messy real‑world data into crisp, automated workflows.
- Healthcare Retroactive Audits: building Retrieval‑Augmented‑Generation (RAG) pipelines with Python, LlamaIndex, OpenAI API, Pandas & Streamlit to match patient accounts to complex payer contracts and surface pricing discrepancies.
- Critical — Social Movie Review App: a Flutter / Riverpod / Firebase mobile app where cinephiles follow critics, post reviews, and browse TMDB data with lightning‑fast pagination.
- Desktop Automation for Sinala: shipping a stand‑alone PyQt5 + PostgreSQL executable that ingests Excel/CSV parts data, syncs to AWS RDS, and offers one‑click updates without reinstalling.
| Project | Stack | Description | |
|---|---|---|---|
| 🎬 | Critical – Social Movie Review | Flutter · Riverpod · Firebase Auth · Firestore · TMDB API | Real‑time feed, “follow” graph, genre onboarding, and server‑side pagination—all with instant UI updates. |
| 🏥 | Healthcare Contract & Account Auditor | Python · LlamaIndex · OpenAI · Streamlit · Pandas | RAG pipeline that links hospital accounts to contract terms, prices them, and explains discrepancies in natural language. |
| 🖥️ | Sinala Parts Manager | PyQt5 · PostgreSQL · Psycopg2 · PyInstaller | Stand‑alone desktop app for parts sourcing—Excel import, CRUD, and background API lookups—with auto‑updater. |
| 🤖 | Automated Trading Bot | Python · CCXT · Docker · Plotly Dash | Long/short crypto with adaptive stop‑loss, live dashboard, and multi‑process workers. |
| 📄 | PDF Intelligence Toolkit | Python · LlamaParse · Markdown · FastAPI | Converts structured & scanned PDFs to markdown/json and exposes retrieval endpoints. |
| 🍽️ | Restaurant Order Management | C · Data Structures | Console app that handles menu selections, tax, receipts, and summary reports. |
| 💡 | Noncontact Vital Sign Detection | MATLAB · SDR · Signal Processing | Radar‑based respiration & heart‑rate monitor integrated with EHR. |
More repos → check the pinned section or explore my profile for data‑science notebooks, Verilog projects, and hobby electronics.
- Languages: Python · Dart (Flutter) · C · Java · JavaScript/TypeScript · SQL · MATLAB
- Frameworks/Libraries: Flutter (Riverpod, go_router) · Streamlit · PyQt5 · FastAPI · Pandas · NumPy · scikit‑learn · LlamaIndex
- Cloud & DevOps: Firebase · AWS (RDS, S3) · Docker · GitHub Actions
- Data & ML: Retrieval Augmented Generation (RAG) · LangChain · OpenAI API · Data Visualization (Plotly, Matplotlib)
- Others: PostgreSQL · Firestore · CCXT · Verilog/Vivado · Arduino · KiCad
- 📫 Email: apere964@fiu.edu
- 💼 LinkedIn: linkedin.com/in/alcides-perez-45015a157
- 🎥 TMDB Watchlist:
@Alcidespb24
Thank you for stopping by! ⭐ Star a repo if you find it useful — it makes my day.